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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(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.8513, kappa: 0.6703, kb_relative_information_score: 669720.5567, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8716, predictive_accuracy: 0.8588, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8588, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.32, root_relative_squared_error: 0.6399, run_cpu_time: 720.26,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.8494, kappa: 0.6661, kb_relative_information_score: 669741.6098, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8706, predictive_accuracy: 0.8572, prior_entropy: 1, ram_hours: 0.0027, recall: 0.8572, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3199, root_relative_squared_error: 0.6398, run_cpu_time: 14073.8,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8162, f_measure: 0.853, kappa: 0.6742, kb_relative_information_score: 718680, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.868, predictive_accuracy: 0.8593, prior_entropy: 1, ram_hours: 0, recall: 0.8593, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.375, root_relative_squared_error: 0.7501, run_cpu_time: 14.2,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9527, kappa: 0.8973, kb_relative_information_score: 856111.5964, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9527, predictive_accuracy: 0.9527, prior_entropy: 1, ram_hours: 0.0011, recall: 0.9527, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.189, root_relative_squared_error: 0.378, run_cpu_time: 150.02,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5008, kappa: -0, kb_relative_information_score: 100682.8392, mean_absolute_error: 0.4604, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4109, predictive_accuracy: 0.641, prior_entropy: 1, ram_hours: 0, recall: 0.641, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4797, root_relative_squared_error: 0.9594, run_cpu_time: 17.65,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9461, kappa: 0.8831, kb_relative_information_score: 858528.8436, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, ram_hours: 0, recall: 0.9461, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4199, run_cpu_time: 21.92,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.7987, kappa: 0.5849, kb_relative_information_score: 590705.2616, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8267, predictive_accuracy: 0.7946, prior_entropy: 1, ram_hours: 0, recall: 0.7946, relative_absolute_error: 0.409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.417, root_relative_squared_error: 0.834, run_cpu_time: 18.01,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9461, kappa: 0.8831, kb_relative_information_score: 858528.8436, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, ram_hours: 0, recall: 0.9461, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4199, run_cpu_time: 23.3,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9664, kappa: 0.9271, kb_relative_information_score: 884747.0801, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 1, ram_hours: 0.0168, recall: 0.9664, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.3229, run_cpu_time: 439.14,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1896, kb_relative_information_score: -282050, mean_absolute_error: 0.641, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1289, predictive_accuracy: 0.359, prior_entropy: 1, ram_hours: 0, recall: 0.359, relative_absolute_error: 1.2821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8006, root_relative_squared_error: 1.6013, run_cpu_time: 14.9,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.5402, kappa: 0.001, kb_relative_information_score: 80484, mean_absolute_error: 0.4598, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5402, predictive_accuracy: 0.5402, prior_entropy: 1, ram_hours: 0, recall: 0.5402, relative_absolute_error: 0.9195, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6781, root_relative_squared_error: 1.3561, run_cpu_time: 12.51,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9459, kappa: 0.8825, kb_relative_information_score: 696229.2675, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 1, ram_hours: 0.0504, recall: 0.9459, relative_absolute_error: 0.344, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2388, root_relative_squared_error: 0.4777, run_cpu_time: 953.25,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9527, kappa: 0.8973, kb_relative_information_score: 856111.5964, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9527, predictive_accuracy: 0.9527, prior_entropy: 1, ram_hours: 0.0014, recall: 0.9527, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.189, root_relative_squared_error: 0.378, run_cpu_time: 202.1,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8913, kappa: 0.7642, kb_relative_information_score: 707828.9984, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8915, predictive_accuracy: 0.8912, prior_entropy: 1, ram_hours: 0, recall: 0.8912, relative_absolute_error: 0.3105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.5653, run_cpu_time: 17.8,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1896, kb_relative_information_score: -281756, mean_absolute_error: 0.6409, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1289, predictive_accuracy: 0.359, prior_entropy: 1, ram_hours: 0.0042, recall: 0.359, relative_absolute_error: 1.2818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8004, root_relative_squared_error: 1.6008, run_cpu_time: 86.18,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8095, kappa: 0.6018, kb_relative_information_score: 610991.2397, mean_absolute_error: 0.1947, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8282, predictive_accuracy: 0.8059, prior_entropy: 1, ram_hours: 0, recall: 0.8059, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8034, run_cpu_time: 19.18,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8671, kappa: 0.7115, kb_relative_information_score: 537816.7561, mean_absolute_error: 0.2542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8672, predictive_accuracy: 0.867, prior_entropy: 1, ram_hours: 0, recall: 0.867, relative_absolute_error: 0.5083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.6639, run_cpu_time: 67.01,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.879, kappa: 0.7342, kb_relative_information_score: 666589.2317, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8805, predictive_accuracy: 0.8808, prior_entropy: 1, ram_hours: 0, recall: 0.8808, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.6332, run_cpu_time: 17.06,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9724, kappa: 0.9401, kb_relative_information_score: 701800.1711, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9724, predictive_accuracy: 0.9724, prior_entropy: 1, ram_hours: 0.0022, recall: 0.9724, relative_absolute_error: 0.3494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.4409, run_cpu_time: 190.05,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1896, kb_relative_information_score: -282050, mean_absolute_error: 0.641, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1289, predictive_accuracy: 0.359, prior_entropy: 1, ram_hours: 0, recall: 0.359, relative_absolute_error: 1.2821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8006, root_relative_squared_error: 1.6013, run_cpu_time: 16.01,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9452, kappa: 0.8811, kb_relative_information_score: 857831.2491, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9453, predictive_accuracy: 0.9452, prior_entropy: 1, ram_hours: 0.0001, recall: 0.9452, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4218, run_cpu_time: 70.14,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.8832, kappa: 0.7453, kb_relative_information_score: 767500, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8831, predictive_accuracy: 0.8838, prior_entropy: 1, ram_hours: 0, recall: 0.8838, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.341, root_relative_squared_error: 0.6819, run_cpu_time: 13.53,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7703, f_measure: 0.8123, kappa: 0.5836, kb_relative_information_score: 645604, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8322, predictive_accuracy: 0.8227, prior_entropy: 1, ram_hours: 0, recall: 0.8227, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.8413, run_cpu_time: 13.04,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.9001, kappa: 0.7825, kb_relative_information_score: 751862.2953, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9, predictive_accuracy: 0.9004, prior_entropy: 1, ram_hours: 0, recall: 0.9004, relative_absolute_error: 0.2638, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.5944, run_cpu_time: 14.36,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.9037, kappa: 0.7893, kb_relative_information_score: 809402, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9042, predictive_accuracy: 0.9046, prior_entropy: 1, ram_hours: 0, recall: 0.9046, relative_absolute_error: 0.1906, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3083, root_relative_squared_error: 0.6166, run_cpu_time: 18.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9088, kappa: 0.7997, kb_relative_information_score: 809140.9417, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9112, predictive_accuracy: 0.9102, prior_entropy: 1, recall: 0.9102, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2479, root_relative_squared_error: 0.4958,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.9174, kappa: 0.8191, kb_relative_information_score: 785285.1132, mean_absolute_error: 0.1102, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.918, predictive_accuracy: 0.9181, prior_entropy: 1, recall: 0.9181, relative_absolute_error: 0.2205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.5126,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9088, kappa: 0.7997, kb_relative_information_score: 806617.275, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9112, predictive_accuracy: 0.9102, prior_entropy: 1, recall: 0.9102, relative_absolute_error: 0.1953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.5009,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.9226, kappa: 0.8299, kb_relative_information_score: 788412.7294, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9249, predictive_accuracy: 0.9237, prior_entropy: 1, recall: 0.9237, relative_absolute_error: 0.2176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.5071,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891532, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4658,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891526, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4658,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891532, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4658,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891532, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4658,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891508, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4658,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9461, kappa: 0.883, kb_relative_information_score: 892180, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, recall: 0.9461, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.4644,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.913, kappa: 0.809, kb_relative_information_score: 755396.2233, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9147, predictive_accuracy: 0.9141, prior_entropy: 1, recall: 0.9141, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.517,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.9396, kappa: 0.8697, kb_relative_information_score: 878496, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9408, predictive_accuracy: 0.9392, prior_entropy: 1, recall: 0.9392, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.493,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9411, kappa: 0.8728, kb_relative_information_score: 871350.3412, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9419, predictive_accuracy: 0.9409, prior_entropy: 1, recall: 0.9409, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.4526,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9379, kappa: 0.8659, kb_relative_information_score: 873166.2203, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9389, predictive_accuracy: 0.9376, prior_entropy: 1, recall: 0.9376, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.483,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.9442, kappa: 0.8785, kb_relative_information_score: 888486, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9441, predictive_accuracy: 0.9442, prior_entropy: 1, recall: 0.9442, relative_absolute_error: 0.1115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.4723,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.5008, kappa: -0, kb_relative_information_score: 84333.8019, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4109, predictive_accuracy: 0.641, prior_entropy: 1, recall: 0.641, relative_absolute_error: 0.935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4804, root_relative_squared_error: 0.9608,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttempt_kNN(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9414, kappa: 0.8733, kb_relative_information_score: 860369.8233, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9421, predictive_accuracy: 0.9412, prior_entropy: 1, recall: 0.9412, relative_absolute_error: 0.1463, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.4482,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.8237, kappa: 0.609, kb_relative_information_score: 487031.8286, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8457, predictive_accuracy: 0.8336, prior_entropy: 1, recall: 0.8336, relative_absolute_error: 0.5535, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.7059,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8162, f_measure: 0.853, kappa: 0.6742, kb_relative_information_score: 718680, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.868, predictive_accuracy: 0.8593, prior_entropy: 1, recall: 0.8593, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.375, root_relative_squared_error: 0.7501,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8913, kappa: 0.7642, kb_relative_information_score: 707828.9984, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8915, predictive_accuracy: 0.8912, prior_entropy: 1, recall: 0.8912, relative_absolute_error: 0.3105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.5653,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9461, kappa: 0.8831, kb_relative_information_score: 858528.8436, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, recall: 0.9461, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4199,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 840149.8663, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1605, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.467,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9459, kappa: 0.8824, kb_relative_information_score: 891934, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9459, predictive_accuracy: 0.946, prior_entropy: 1, recall: 0.946, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.4649,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9467, kappa: 0.8841, kb_relative_information_score: 893514, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9467, predictive_accuracy: 0.9468, prior_entropy: 1, recall: 0.9468, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4615,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9449, kappa: 0.8813, kb_relative_information_score: 871992.0168, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9446, prior_entropy: 1, recall: 0.9446, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.441,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.8866, kappa: 0.7525, kb_relative_information_score: 731194.9078, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8866, predictive_accuracy: 0.8873, prior_entropy: 1, recall: 0.8873, relative_absolute_error: 0.2805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.6078,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.5402, kappa: 0.001, kb_relative_information_score: 80484, mean_absolute_error: 0.4598, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5402, predictive_accuracy: 0.5402, prior_entropy: 1, recall: 0.5402, relative_absolute_error: 0.9195, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6781, root_relative_squared_error: 1.3561,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5008, kappa: -0, kb_relative_information_score: 100682.8392, mean_absolute_error: 0.4604, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4109, predictive_accuracy: 0.641, prior_entropy: 1, recall: 0.641, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4797, root_relative_squared_error: 0.9594,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892490, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4637,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.9462, kappa: 0.8832, kb_relative_information_score: 892284, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, recall: 0.9461, relative_absolute_error: 0.1077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.4641,
Jan van Rijn 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.936, kappa: 0.863, kb_relative_information_score: 870681.3318, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9399, predictive_accuracy: 0.9354, prior_entropy: 1, recall: 0.9354, relative_absolute_error: 0.1293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2522, root_relative_squared_error: 0.5044,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9506, f_measure: 0.9332, kappa: 0.8571, kb_relative_information_score: 864837.0195, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9376, predictive_accuracy: 0.9325, prior_entropy: 1, recall: 0.9325, relative_absolute_error: 0.1352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.5156,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1896, kb_relative_information_score: -282050, mean_absolute_error: 0.641, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1289, predictive_accuracy: 0.359, prior_entropy: 1, recall: 0.359, relative_absolute_error: 1.2821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8006, root_relative_squared_error: 1.6013,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1896, kb_relative_information_score: -282050, mean_absolute_error: 0.641, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1289, predictive_accuracy: 0.359, prior_entropy: 1, recall: 0.359, relative_absolute_error: 1.2821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8006, root_relative_squared_error: 1.6013,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9455, kappa: 0.8825, kb_relative_information_score: 890192, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.947, predictive_accuracy: 0.9451, prior_entropy: 1, recall: 0.9451, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.4686,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9461, kappa: 0.8831, kb_relative_information_score: 858528.8436, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, recall: 0.9461, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4199,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892498, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4637,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892434, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4638,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.913, kappa: 0.809, kb_relative_information_score: 761075.1063, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9147, predictive_accuracy: 0.9141, prior_entropy: 1, recall: 0.9141, relative_absolute_error: 0.254, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.5102,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892494, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4637,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892434, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4638,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9321, kappa: 0.8542, kb_relative_information_score: 837824, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9351, predictive_accuracy: 0.9315, prior_entropy: 1, recall: 0.9315, relative_absolute_error: 0.1622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2352, root_relative_squared_error: 0.4704,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.9464, kappa: 0.8835, kb_relative_information_score: 892994, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.107, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.4626,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8671, kappa: 0.7115, kb_relative_information_score: 537816.7561, mean_absolute_error: 0.2542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8672, predictive_accuracy: 0.867, prior_entropy: 1, recall: 0.867, relative_absolute_error: 0.5083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.6639,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9545, kappa: 0.9012, kb_relative_information_score: 855281.0869, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9545, predictive_accuracy: 0.9544, prior_entropy: 1, recall: 0.9544, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3705,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9541, kappa: 0.9005, kb_relative_information_score: 855477.9449, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9542, predictive_accuracy: 0.9541, prior_entropy: 1, recall: 0.9541, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3706,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9539, kappa: 0.9, kb_relative_information_score: 855625.6953, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.954, predictive_accuracy: 0.9539, prior_entropy: 1, recall: 0.9539, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3714,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9336, kappa: 0.8551, kb_relative_information_score: 757327.1557, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.934, prior_entropy: 1, recall: 0.934, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.4505,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9337, kappa: 0.8552, kb_relative_information_score: 757313.3184, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9339, predictive_accuracy: 0.934, prior_entropy: 1, recall: 0.934, relative_absolute_error: 0.2717, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.4504,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.9461, kappa: 0.883, kb_relative_information_score: 892084, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.946, prior_entropy: 1, recall: 0.946, relative_absolute_error: 0.1079, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.4646,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.946, kappa: 0.8828, kb_relative_information_score: 891928, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9461, predictive_accuracy: 0.946, prior_entropy: 1, recall: 0.946, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.4649,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892514, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4637,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892518, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4636,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892508, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4637,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9545, kappa: 0.9012, kb_relative_information_score: 855281.0869, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9545, predictive_accuracy: 0.9544, prior_entropy: 1, recall: 0.9544, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3705,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9673, kappa: 0.9291, kb_relative_information_score: 883407.8379, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9674, predictive_accuracy: 0.9673, prior_entropy: 1, recall: 0.9673, relative_absolute_error: 0.13, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.3191,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892434, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4638,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9673, kappa: 0.929, kb_relative_information_score: 884291.0305, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 1, recall: 0.9672, relative_absolute_error: 0.1291, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.3184,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 858941.1156, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.4189,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9334, kappa: 0.8546, kb_relative_information_score: 757416.6551, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9336, predictive_accuracy: 0.9338, prior_entropy: 1, recall: 0.9338, relative_absolute_error: 0.2715, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4506,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9539, kappa: 0.9, kb_relative_information_score: 855625.6953, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.954, predictive_accuracy: 0.9539, prior_entropy: 1, recall: 0.9539, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3714,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9539, kappa: 0.9, kb_relative_information_score: 855625.6953, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.954, predictive_accuracy: 0.9539, prior_entropy: 1, recall: 0.9539, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3714,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9461, kappa: 0.8829, kb_relative_information_score: 858458.55, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9461, predictive_accuracy: 0.9461, prior_entropy: 1, recall: 0.9461, relative_absolute_error: 0.1516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.4193,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892490, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4637,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.9252, kappa: 0.8369, kb_relative_information_score: 851094, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9253, predictive_accuracy: 0.9255, prior_entropy: 1, recall: 0.9255, relative_absolute_error: 0.1489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.5457,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.9459, kappa: 0.8826, kb_relative_information_score: 891780, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.946, predictive_accuracy: 0.9459, prior_entropy: 1, recall: 0.9459, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.4652,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9542, kappa: 0.9006, kb_relative_information_score: 855469.1247, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9543, predictive_accuracy: 0.9542, prior_entropy: 1, recall: 0.9542, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3706,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.9459, kappa: 0.8826, kb_relative_information_score: 891750, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.946, predictive_accuracy: 0.9459, prior_entropy: 1, recall: 0.9459, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.4653,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892510, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4637,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.9423, kappa: 0.8746, kb_relative_information_score: 884576, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9423, predictive_accuracy: 0.9423, prior_entropy: 1, recall: 0.9423, relative_absolute_error: 0.1154, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.4805,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9539, kappa: 0.9, kb_relative_information_score: 855625.6953, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.954, predictive_accuracy: 0.9539, prior_entropy: 1, recall: 0.9539, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3714,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9541, kappa: 0.9005, kb_relative_information_score: 855477.9449, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9542, predictive_accuracy: 0.9541, prior_entropy: 1, recall: 0.9541, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3706,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.9459, kappa: 0.8826, kb_relative_information_score: 891750, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.946, predictive_accuracy: 0.9459, prior_entropy: 1, recall: 0.9459, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.4653,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9542, kappa: 0.9007, kb_relative_information_score: 854463.1814, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9543, predictive_accuracy: 0.9542, prior_entropy: 1, recall: 0.9542, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.3728,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9542, kappa: 0.9006, kb_relative_information_score: 855469.1247, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9543, predictive_accuracy: 0.9542, prior_entropy: 1, recall: 0.9542, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3706,