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Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9067, kappa: 0.8959, kb_relative_information_score: 907729.1991, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.9063, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9063, relative_absolute_error: 0.1149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.408, run_cpu_time: 73.87,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9507, kappa: 0.9452, kb_relative_information_score: 936003.8451, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9509, predictive_accuracy: 0.9507, prior_entropy: 3.3219, ram_hours: 0.0216, recall: 0.9507, relative_absolute_error: 0.1041, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.088, root_relative_squared_error: 0.2935, run_cpu_time: 948.84,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.8906, kappa: 0.8788, kb_relative_information_score: 842266.0591, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8982, predictive_accuracy: 0.891, prior_entropy: 3.3219, ram_hours: 0.0002, recall: 0.891, relative_absolute_error: 0.2625, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.4517, run_cpu_time: 1320.42,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5503, f_measure: 0.1137, kappa: 0.1009, kb_relative_information_score: 154689.1222, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1077, predictive_accuracy: 0.1917, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1917, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4021, root_relative_squared_error: 1.3403, run_cpu_time: 27.09,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5579, f_measure: 0.0938, kappa: 0.1157, kb_relative_information_score: 167483.7093, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0637, predictive_accuracy: 0.204, prior_entropy: 3.3219, ram_hours: 0, recall: 0.204, relative_absolute_error: 0.8845, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3989, root_relative_squared_error: 1.3296, run_cpu_time: 27.28,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.8915, kappa: 0.8799, kb_relative_information_score: 842313.3177, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8986, predictive_accuracy: 0.8919, prior_entropy: 3.3219, ram_hours: 0.0068, recall: 0.8919, relative_absolute_error: 0.2625, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.4515, run_cpu_time: 26471.86,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9055, kappa: 0.8949, kb_relative_information_score: 901768.0467, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9054, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9054, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4123, run_cpu_time: 93.97,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.77, f_measure: 0.2844, kappa: 0.2415, kb_relative_information_score: 262586.7989, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2982, predictive_accuracy: 0.3172, prior_entropy: 3.3219, ram_hours: 0.0002, recall: 0.3172, relative_absolute_error: 0.8654, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.9315, run_cpu_time: 104.72,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9055, kappa: 0.8949, kb_relative_information_score: 901768.0467, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9054, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9054, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4123, run_cpu_time: 91.66,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.6223, kappa: 0.5805, kb_relative_information_score: 596667.0562, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6313, predictive_accuracy: 0.6224, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6224, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.7725, run_cpu_time: 29.26,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.6538, kappa: 0.6162, kb_relative_information_score: 632473.8528, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6557, predictive_accuracy: 0.6546, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6546, relative_absolute_error: 0.4319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.246, root_relative_squared_error: 0.8199, run_cpu_time: 28.8,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9303, kappa: 0.9224, kb_relative_information_score: 914773.1991, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9305, predictive_accuracy: 0.9302, prior_entropy: 3.3219, ram_hours: 0.0024, recall: 0.9302, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.3458, run_cpu_time: 483.58,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.8958, kappa: 0.8845, kb_relative_information_score: 290515.0803, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8962, predictive_accuracy: 0.8961, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8961, relative_absolute_error: 0.8936, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.9107, run_cpu_time: 75.29,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0177, kb_relative_information_score: 57426.3553, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0097, predictive_accuracy: 0.0987, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0987, relative_absolute_error: 1.0015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4246, root_relative_squared_error: 1.4153, run_cpu_time: 32.42,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.945, kappa: 0.9389, kb_relative_information_score: 893953.1155, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.945, predictive_accuracy: 0.945, prior_entropy: 3.3219, ram_hours: 0.0032, recall: 0.945, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.102, root_relative_squared_error: 0.34, run_cpu_time: 564.75,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0177, kb_relative_information_score: 57356.0337, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0097, predictive_accuracy: 0.0987, prior_entropy: 3.3219, ram_hours: 0.0091, recall: 0.0987, relative_absolute_error: 1.0015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4245, root_relative_squared_error: 1.4149, run_cpu_time: 108.51,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8959, kappa: 0.8838, kb_relative_information_score: 896792.1863, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8972, predictive_accuracy: 0.8954, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8954, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.431, run_cpu_time: 77.11,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.0993, kappa: -0.0008, kb_relative_information_score: 58089.3655, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0993, predictive_accuracy: 0.0993, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0993, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4244, root_relative_squared_error: 1.4148, run_cpu_time: 27.14,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.0333, kappa: -0.0001, kb_relative_information_score: 2249.0135, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0822, predictive_accuracy: 0.1014, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1014, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, run_cpu_time: 32.09,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.907, kappa: 0.8962, kb_relative_information_score: 903923.3816, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9065, prior_entropy: 3.3219, ram_hours: 0.0002, recall: 0.9065, relative_absolute_error: 0.1274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4015, run_cpu_time: 1120.49,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.6772, kappa: 0.6422, kb_relative_information_score: 649720.3935, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6779, predictive_accuracy: 0.678, prior_entropy: 3.3219, ram_hours: 0, recall: 0.678, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993, run_cpu_time: 48.32,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.1135, kappa: 0.1027, kb_relative_information_score: 156436.583, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1053, predictive_accuracy: 0.1933, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1933, relative_absolute_error: 0.8963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4017, root_relative_squared_error: 1.3389, run_cpu_time: 27.59,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9346, kappa: 0.9273, kb_relative_information_score: 836325.1482, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9346, predictive_accuracy: 0.9346, prior_entropy: 3.3219, ram_hours: 0.0379, recall: 0.9346, relative_absolute_error: 0.2963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.437, run_cpu_time: 899.39,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0177, kb_relative_information_score: 57426.3553, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0097, predictive_accuracy: 0.0987, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0987, relative_absolute_error: 1.0015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4246, root_relative_squared_error: 1.4153, run_cpu_time: 26.88,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.8939, kappa: 0.8819, kb_relative_information_score: 894613.8679, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8946, predictive_accuracy: 0.8937, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8937, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.4348, run_cpu_time: 196.2,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9269, kappa: 0.9188, kb_relative_information_score: 928216.9929, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9269, prior_entropy: 3.3219, recall: 0.9269, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.3607,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9268, kappa: 0.9188, kb_relative_information_score: 927333.0162, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9278, predictive_accuracy: 0.9269, prior_entropy: 3.3219, recall: 0.9269, relative_absolute_error: 0.1055, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.106, root_relative_squared_error: 0.3532,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9289, kappa: 0.921, kb_relative_information_score: 927441.1644, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.929, predictive_accuracy: 0.9289, prior_entropy: 3.3219, recall: 0.9289, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.3529,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9175, kappa: 0.9086, kb_relative_information_score: 914010.4988, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9175, predictive_accuracy: 0.9178, prior_entropy: 3.3219, recall: 0.9178, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1282, root_relative_squared_error: 0.4275,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9175, kappa: 0.9086, kb_relative_information_score: 914011.5446, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9175, predictive_accuracy: 0.9178, prior_entropy: 3.3219, recall: 0.9178, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1282, root_relative_squared_error: 0.4275,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9175, kappa: 0.9086, kb_relative_information_score: 914010.4988, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9175, predictive_accuracy: 0.9178, prior_entropy: 3.3219, recall: 0.9178, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1282, root_relative_squared_error: 0.4275,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.9054, kappa: 0.8947, kb_relative_information_score: 900879.9678, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9059, predictive_accuracy: 0.9052, prior_entropy: 3.3219, recall: 0.9052, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.4589,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 913868.2758, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9174, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4278,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.9178, kappa: 0.909, kb_relative_information_score: 914374.4224, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9178, predictive_accuracy: 0.9181, prior_entropy: 3.3219, recall: 0.9181, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.128, root_relative_squared_error: 0.4266,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.924, kappa: 0.9152, kb_relative_information_score: 854016.161, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9237, prior_entropy: 3.3219, recall: 0.9237, relative_absolute_error: 0.264, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.4344,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9379, kappa: 0.9309, kb_relative_information_score: 934950.7468, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9378, prior_entropy: 3.3219, recall: 0.9378, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3718,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5771, f_measure: 0.1119, kappa: 0.0975, kb_relative_information_score: 151286.671, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1076, predictive_accuracy: 0.1887, prior_entropy: 3.3219, recall: 0.1887, relative_absolute_error: 0.9087, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.398, root_relative_squared_error: 1.3267,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5503, f_measure: 0.1137, kappa: 0.1009, kb_relative_information_score: 154689.1222, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1077, predictive_accuracy: 0.1917, prior_entropy: 3.3219, recall: 0.1917, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4021, root_relative_squared_error: 1.3403,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9055, kappa: 0.8949, kb_relative_information_score: 901768.0467, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9054, prior_entropy: 3.3219, recall: 0.9054, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4123,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 926330.9121, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9174, predictive_accuracy: 0.9177, prior_entropy: 3.3219, recall: 0.9177, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3764,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9172, kappa: 0.9083, kb_relative_information_score: 913726.0528, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9172, predictive_accuracy: 0.9175, prior_entropy: 3.3219, recall: 0.9175, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.4282,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.908, kappa: 0.8977, kb_relative_information_score: 903679.4606, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9085, predictive_accuracy: 0.9079, prior_entropy: 3.3219, recall: 0.9079, relative_absolute_error: 0.1023, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.4524,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.0993, kappa: -0.0008, kb_relative_information_score: 58089.3655, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0993, predictive_accuracy: 0.0993, prior_entropy: 3.3219, recall: 0.0993, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4244, root_relative_squared_error: 1.4148,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.0333, kappa: -0.0001, kb_relative_information_score: 2249.0135, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0822, predictive_accuracy: 0.1014, prior_entropy: 3.3219, recall: 0.1014, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.6772, kappa: 0.6422, kb_relative_information_score: 649720.3935, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6779, predictive_accuracy: 0.678, prior_entropy: 3.3219, recall: 0.678, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9175, kappa: 0.9086, kb_relative_information_score: 914012.5903, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9175, predictive_accuracy: 0.9178, prior_entropy: 3.3219, recall: 0.9178, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1282, root_relative_squared_error: 0.4275,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 913911.1519, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9174, predictive_accuracy: 0.9177, prior_entropy: 3.3219, recall: 0.9177, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4277,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.9178, kappa: 0.909, kb_relative_information_score: 914361.8733, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9178, predictive_accuracy: 0.9181, prior_entropy: 3.3219, recall: 0.9181, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.128, root_relative_squared_error: 0.4266,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9055, kappa: 0.8949, kb_relative_information_score: 901768.0467, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9054, prior_entropy: 3.3219, recall: 0.9054, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4123,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 913870.3673, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9174, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4278,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9175, kappa: 0.9086, kb_relative_information_score: 913935.2043, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9174, predictive_accuracy: 0.9177, prior_entropy: 3.3219, recall: 0.9177, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4277,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9173, kappa: 0.9084, kb_relative_information_score: 913777.2949, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.428,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9274, kappa: 0.9192, kb_relative_information_score: 910369.9628, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9285, predictive_accuracy: 0.9273, prior_entropy: 3.3219, recall: 0.9273, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1073, root_relative_squared_error: 0.3577,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9147, kappa: 0.9058, kb_relative_information_score: 926309.1872, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9164, predictive_accuracy: 0.9152, prior_entropy: 3.3219, recall: 0.9152, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3765,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9259, kappa: 0.9177, kb_relative_information_score: 928174.7826, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9261, predictive_accuracy: 0.9259, prior_entropy: 3.3219, recall: 0.9259, relative_absolute_error: 0.0998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.3608,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.77, f_measure: 0.2844, kappa: 0.2415, kb_relative_information_score: 262586.7989, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2982, predictive_accuracy: 0.3172, prior_entropy: 3.3219, recall: 0.3172, relative_absolute_error: 0.8654, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.9315,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9379, kappa: 0.9309, kb_relative_information_score: 934952.8383, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9378, prior_entropy: 3.3219, recall: 0.9378, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3718,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9344, kappa: 0.927, kb_relative_information_score: 918029.559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9347, predictive_accuracy: 0.9343, prior_entropy: 3.3219, recall: 0.9343, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.3344,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9333, kappa: 0.9258, kb_relative_information_score: 916778.1071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3219, recall: 0.9333, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9304, kappa: 0.9226, kb_relative_information_score: 859784.4206, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9307, predictive_accuracy: 0.9303, prior_entropy: 3.3219, recall: 0.9303, relative_absolute_error: 0.2538, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3826,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9333, kappa: 0.9258, kb_relative_information_score: 916778.1071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3219, recall: 0.9333, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.9131, kappa: 0.9036, kb_relative_information_score: 909230.3413, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9132, predictive_accuracy: 0.9132, prior_entropy: 3.3219, recall: 0.9132, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1318, root_relative_squared_error: 0.4392,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9529, kappa: 0.9476, kb_relative_information_score: 938134.4166, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.953, predictive_accuracy: 0.9528, prior_entropy: 3.3219, recall: 0.9528, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.286,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9167, kappa: 0.9077, kb_relative_information_score: 913114.2847, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9167, predictive_accuracy: 0.9169, prior_entropy: 3.3219, recall: 0.9169, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1289, root_relative_squared_error: 0.4297,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9167, kappa: 0.9077, kb_relative_information_score: 913114.2847, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9167, predictive_accuracy: 0.9169, prior_entropy: 3.3219, recall: 0.9169, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1289, root_relative_squared_error: 0.4297,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.9131, kappa: 0.9036, kb_relative_information_score: 909230.3413, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9132, predictive_accuracy: 0.9132, prior_entropy: 3.3219, recall: 0.9132, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1318, root_relative_squared_error: 0.4392,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.9131, kappa: 0.9036, kb_relative_information_score: 909224.0668, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9132, predictive_accuracy: 0.9132, prior_entropy: 3.3219, recall: 0.9132, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1318, root_relative_squared_error: 0.4392,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.9131, kappa: 0.9036, kb_relative_information_score: 909224.0668, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9132, predictive_accuracy: 0.9132, prior_entropy: 3.3219, recall: 0.9132, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1318, root_relative_squared_error: 0.4392,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9166, kappa: 0.9076, kb_relative_information_score: 913060.951, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9166, predictive_accuracy: 0.9169, prior_entropy: 3.3219, recall: 0.9169, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1289, root_relative_squared_error: 0.4298,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9167, kappa: 0.9076, kb_relative_information_score: 913078.7289, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9166, predictive_accuracy: 0.9169, prior_entropy: 3.3219, recall: 0.9169, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1289, root_relative_squared_error: 0.4298,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.9127, kappa: 0.9031, kb_relative_information_score: 908843.4111, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9128, predictive_accuracy: 0.9128, prior_entropy: 3.3219, recall: 0.9128, relative_absolute_error: 0.0969, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.132, root_relative_squared_error: 0.4401,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9344, kappa: 0.927, kb_relative_information_score: 918029.559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9347, predictive_accuracy: 0.9343, prior_entropy: 3.3219, recall: 0.9343, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.3344,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9344, kappa: 0.927, kb_relative_information_score: 918029.559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9347, predictive_accuracy: 0.9343, prior_entropy: 3.3219, recall: 0.9343, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.3344,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9166, kappa: 0.9076, kb_relative_information_score: 913031.6698, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9166, predictive_accuracy: 0.9168, prior_entropy: 3.3219, recall: 0.9168, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.129, root_relative_squared_error: 0.4299,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9156, kappa: 0.9065, kb_relative_information_score: 910722.9406, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9156, predictive_accuracy: 0.9158, prior_entropy: 3.3219, recall: 0.9158, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.4164,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9333, kappa: 0.9258, kb_relative_information_score: 916778.1071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3219, recall: 0.9333, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9304, kappa: 0.9226, kb_relative_information_score: 859677.5616, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9307, predictive_accuracy: 0.9304, prior_entropy: 3.3219, recall: 0.9304, relative_absolute_error: 0.254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3827,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9303, kappa: 0.9225, kb_relative_information_score: 859915.835, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9306, predictive_accuracy: 0.9302, prior_entropy: 3.3219, recall: 0.9302, relative_absolute_error: 0.2532, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.3836,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9333, kappa: 0.9258, kb_relative_information_score: 916778.1071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3219, recall: 0.9333, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9333, kappa: 0.9258, kb_relative_information_score: 916778.1071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3219, recall: 0.9333, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9154, kappa: 0.9062, kb_relative_information_score: 910750.741, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9154, predictive_accuracy: 0.9156, prior_entropy: 3.3219, recall: 0.9156, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.4156,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 913911.1519, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9174, predictive_accuracy: 0.9177, prior_entropy: 3.3219, recall: 0.9177, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4277,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.913, kappa: 0.9034, kb_relative_information_score: 909096.4844, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9131, prior_entropy: 3.3219, recall: 0.9131, relative_absolute_error: 0.0966, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1319, root_relative_squared_error: 0.4395,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9087, kappa: 0.8987, kb_relative_information_score: 904613.322, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.909, predictive_accuracy: 0.9088, prior_entropy: 3.3219, recall: 0.9088, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.4502,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9533, kappa: 0.948, kb_relative_information_score: 938714.7238, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9534, predictive_accuracy: 0.9532, prior_entropy: 3.3219, recall: 0.9532, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2833,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.9113, kappa: 0.9016, kb_relative_information_score: 907369.9388, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9115, predictive_accuracy: 0.9114, prior_entropy: 3.3219, recall: 0.9114, relative_absolute_error: 0.0984, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.4437,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.9113, kappa: 0.9016, kb_relative_information_score: 907369.9388, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9115, predictive_accuracy: 0.9114, prior_entropy: 3.3219, recall: 0.9114, relative_absolute_error: 0.0984, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.4437,
Jan van Rijn 9 years ago
ran flow moa.BLAST(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9156, kappa: 0.9064, kb_relative_information_score: 910812.8958, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9155, predictive_accuracy: 0.9158, prior_entropy: 3.3219, recall: 0.9158, relative_absolute_error: 0.11, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.4156,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9327, kappa: 0.9251, kb_relative_information_score: 917380.708, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9329, predictive_accuracy: 0.9326, prior_entropy: 3.3219, recall: 0.9326, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.336,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9332, kappa: 0.9257, kb_relative_information_score: 917376.5834, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9334, predictive_accuracy: 0.9331, prior_entropy: 3.3219, recall: 0.9331, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.3349,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9332, kappa: 0.9257, kb_relative_information_score: 917376.5834, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9334, predictive_accuracy: 0.9331, prior_entropy: 3.3219, recall: 0.9331, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.3349,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9379, kappa: 0.9309, kb_relative_information_score: 934954.9299, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9378, prior_entropy: 3.3219, recall: 0.9378, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3718,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9379, kappa: 0.9309, kb_relative_information_score: 934951.7926, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9378, prior_entropy: 3.3219, recall: 0.9378, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3718,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9282, kappa: 0.9202, kb_relative_information_score: 890991.2689, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9284, predictive_accuracy: 0.9282, prior_entropy: 3.3219, recall: 0.9282, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.3736,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9283, kappa: 0.9203, kb_relative_information_score: 909866.9144, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9285, predictive_accuracy: 0.9283, prior_entropy: 3.3219, recall: 0.9283, relative_absolute_error: 0.1448, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.3649,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 926329.2794, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9174, predictive_accuracy: 0.9177, prior_entropy: 3.3219, recall: 0.9177, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3764,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 913910.1061, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9174, predictive_accuracy: 0.9177, prior_entropy: 3.3219, recall: 0.9177, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4277,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.9093, kappa: 0.899, kb_relative_information_score: 904972.0168, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9097, predictive_accuracy: 0.9091, prior_entropy: 3.3219, recall: 0.9091, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.4494,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9262, kappa: 0.9182, kb_relative_information_score: 904228.146, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.9263, prior_entropy: 3.3219, recall: 0.9263, relative_absolute_error: 0.156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.3758,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9268, kappa: 0.9188, kb_relative_information_score: 927268.3846, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9278, predictive_accuracy: 0.9269, prior_entropy: 3.3219, recall: 0.9269, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.106, root_relative_squared_error: 0.3533,