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Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7254, f_measure: 0.8599, kappa: 0.0801, kb_relative_information_score: 255084.2183, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8609, predictive_accuracy: 0.9013, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.9013, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.4659, run_cpu_time: 1327.5345,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046, run_cpu_time: 1.737,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.85, kb_relative_information_score: 260125.4461, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8981, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.5071, run_cpu_time: 8.9657,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.8664, kappa: 0.1323, kb_relative_information_score: 249719.2533, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.86, predictive_accuracy: 0.9042, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9042, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456, run_cpu_time: 24.3,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.634, f_measure: 0.6333, kappa: 0.0594, kb_relative_information_score: 150646.2934, mean_absolute_error: 0.195, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8455, predictive_accuracy: 0.5175, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5175, relative_absolute_error: 0.6095, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.8958, run_cpu_time: 6.9038,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633, run_cpu_time: 4.4987,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.8862, kappa: 0.331, kb_relative_information_score: 248227.1642, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.877, predictive_accuracy: 0.9056, prior_entropy: 2.3219, ram_hours: 0.0039, recall: 0.9056, relative_absolute_error: 0.2215, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.18, root_relative_squared_error: 0.4499, run_cpu_time: 195.0962,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.8107, kappa: -0.0012, kb_relative_information_score: 231613.9962, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8107, predictive_accuracy: 0.8107, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8107, relative_absolute_error: 0.2366, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.6879, run_cpu_time: 1.7068,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.8534, kappa: 0.0591, kb_relative_information_score: 257738.8423, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8259, predictive_accuracy: 0.8911, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8911, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.5243, run_cpu_time: 1.9004,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.8541, kappa: 0.0345, kb_relative_information_score: 245410.8476, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.851, predictive_accuracy: 0.899, prior_entropy: 2.3219, ram_hours: 0, recall: 0.899, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.19, root_relative_squared_error: 0.475, run_cpu_time: 4.43,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4378, f_measure: 0.85, kb_relative_information_score: 117807.4787, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.7714, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.8169, run_cpu_time: 2.2885,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0.0005, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046, run_cpu_time: 26.6212,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7241, f_measure: 0.8596, kappa: 0.078, kb_relative_information_score: 255076.6347, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.861, predictive_accuracy: 0.9012, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9012, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.466, run_cpu_time: 63.0897,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.873, kappa: 0.1926, kb_relative_information_score: 235104.0769, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8688, predictive_accuracy: 0.9063, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9063, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4517, run_cpu_time: 19.8156,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.8664, kappa: 0.1323, kb_relative_information_score: 249719.2533, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.86, predictive_accuracy: 0.9042, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9042, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456, run_cpu_time: 15.1585,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7589, f_measure: 0.8665, kappa: 0.1385, kb_relative_information_score: 248392.7153, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8639, predictive_accuracy: 0.903, prior_entropy: 2.3219, ram_hours: 0, recall: 0.903, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4623, run_cpu_time: 13.13,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4945, f_measure: 0.7931, kappa: -0.0138, kb_relative_information_score: 221229.5366, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8084, predictive_accuracy: 0.7798, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7798, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.7419, run_cpu_time: 1.95,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8916, f_measure: 0.8812, kappa: 0.2528, kb_relative_information_score: 254734.3796, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9002, predictive_accuracy: 0.912, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.912, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.4166, run_cpu_time: 36.4412,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.85, kappa: 0.0001, kb_relative_information_score: 249922.369, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8186, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0.0031, recall: 0.8981, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4622, run_cpu_time: 187.596,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633, run_cpu_time: 4.4614,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.85, kb_relative_information_score: 242568.2934, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.4888, run_cpu_time: 3.28,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.8291, kappa: 0.0586, kb_relative_information_score: 241273.1377, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8395, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8395, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6335, run_cpu_time: 1.94,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7434, f_measure: 0.8203, kappa: 0.1877, kb_relative_information_score: 218405.1148, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8559, predictive_accuracy: 0.79, prior_entropy: 2.3219, ram_hours: 0, recall: 0.79, relative_absolute_error: 0.311, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.6592, run_cpu_time: 4.7466,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.704, f_measure: 0.8875, kappa: 0.394, kb_relative_information_score: 254641.1183, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8821, predictive_accuracy: 0.8939, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8939, relative_absolute_error: 0.1623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.5062, run_cpu_time: 2.83,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.85, kb_relative_information_score: 244127.3691, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4861, run_cpu_time: 2.5386,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5846, f_measure: 0.857, kappa: 0.0554, kb_relative_information_score: 256391.7842, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8619, predictive_accuracy: 0.9005, prior_entropy: 2.3219, recall: 0.9005, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.497,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5817, f_measure: 0.8526, kappa: 0.0207, kb_relative_information_score: 256109.0974, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8498, predictive_accuracy: 0.8989, prior_entropy: 2.3219, recall: 0.8989, relative_absolute_error: 0.1591, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.4984,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5652, f_measure: 0.8566, kappa: 0.0522, kb_relative_information_score: 258924.8882, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8553, predictive_accuracy: 0.9004, prior_entropy: 2.3219, recall: 0.9004, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4964,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.8604, kappa: 0.084, kb_relative_information_score: 262136.5646, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8545, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.8604, kappa: 0.084, kb_relative_information_score: 262137.7032, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8546, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.8604, kappa: 0.084, kb_relative_information_score: 262137.7032, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8546, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5241, f_measure: 0.8603, kappa: 0.0832, kb_relative_information_score: 262111.5143, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8764, predictive_accuracy: 0.9014, prior_entropy: 2.3219, recall: 0.9014, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4964,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.546, f_measure: 0.868, kappa: 0.1495, kb_relative_information_score: 262990.5497, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8663, predictive_accuracy: 0.9041, prior_entropy: 2.3219, recall: 0.9041, relative_absolute_error: 0.1199, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4898,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.8581, kappa: 0.0652, kb_relative_information_score: 252374.6291, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8521, predictive_accuracy: 0.9006, prior_entropy: 2.3219, recall: 0.9006, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4871,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.8291, kappa: 0.0586, kb_relative_information_score: 241273.1377, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8395, prior_entropy: 2.3219, recall: 0.8395, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6335,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.8541, kappa: 0.0345, kb_relative_information_score: 245410.8476, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.851, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.19, root_relative_squared_error: 0.475,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6588, f_measure: 0.9013, kappa: 0.4278, kb_relative_information_score: 268945.6729, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8985, predictive_accuracy: 0.9218, prior_entropy: 2.3219, recall: 0.9218, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4422,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.8567, kappa: 0.054, kb_relative_information_score: 259110.7059, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8628, predictive_accuracy: 0.9003, prior_entropy: 2.3219, recall: 0.9003, relative_absolute_error: 0.1431, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.4954,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5322, f_measure: 0.8634, kappa: 0.1094, kb_relative_information_score: 262504.3475, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.874, predictive_accuracy: 0.9026, prior_entropy: 2.3219, recall: 0.9026, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4934,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5322, f_measure: 0.8634, kappa: 0.1094, kb_relative_information_score: 262504.3475, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.874, predictive_accuracy: 0.9026, prior_entropy: 2.3219, recall: 0.9026, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4934,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5241, f_measure: 0.8603, kappa: 0.0832, kb_relative_information_score: 262111.5143, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8764, predictive_accuracy: 0.9014, prior_entropy: 2.3219, recall: 0.9014, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4964,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8675, kappa: 0.1453, kb_relative_information_score: 262916.5377, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4958, f_measure: 0.7905, kappa: -0.0117, kb_relative_information_score: 219522.7308, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8087, predictive_accuracy: 0.7748, prior_entropy: 2.3219, recall: 0.7748, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.7504,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.8107, kappa: -0.0012, kb_relative_information_score: 231613.9962, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8107, predictive_accuracy: 0.8107, prior_entropy: 2.3219, recall: 0.8107, relative_absolute_error: 0.2366, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.6879,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.85, kb_relative_information_score: 244127.3691, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4861,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5383, f_measure: 0.8652, kappa: 0.126, kb_relative_information_score: 262625.0441, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8632, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1213, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4925,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5246, f_measure: 0.8605, kappa: 0.0846, kb_relative_information_score: 262133.1486, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8544, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.8678, kappa: 0.148, kb_relative_information_score: 262967.7768, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8663, predictive_accuracy: 0.904, prior_entropy: 2.3219, recall: 0.904, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4899,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, f_measure: 0.8635, kappa: 0.1097, kb_relative_information_score: 262513.4567, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8752, predictive_accuracy: 0.9026, prior_entropy: 2.3219, recall: 0.9026, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4934,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, f_measure: 0.8676, kappa: 0.146, kb_relative_information_score: 262922.2309, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9039, prior_entropy: 2.3219, recall: 0.9039, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8675, kappa: 0.1455, kb_relative_information_score: 262922.2309, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9039, prior_entropy: 2.3219, recall: 0.9039, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8671, kappa: 0.1444, kb_relative_information_score: 262596.5779, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8609, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4927,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6517, f_measure: 0.8582, kappa: 0.0661, kb_relative_information_score: 253151.6586, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8599, predictive_accuracy: 0.9006, prior_entropy: 2.3219, recall: 0.9006, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.194, root_relative_squared_error: 0.485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8671, kappa: 0.1444, kb_relative_information_score: 262596.5779, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8609, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4927,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, f_measure: 0.8557, kappa: 0.0443, kb_relative_information_score: 262784.5252, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8573, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.487,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, f_measure: 0.8675, kappa: 0.1454, kb_relative_information_score: 262786.5698, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.487,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.8648, kappa: 0.1198, kb_relative_information_score: 249414.9785, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.885, predictive_accuracy: 0.9034, prior_entropy: 2.3219, recall: 0.9034, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8134, f_measure: 0.8642, kappa: 0.1149, kb_relative_information_score: 248899.8024, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8637, predictive_accuracy: 0.9032, prior_entropy: 2.3219, recall: 0.9032, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.449,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.745, f_measure: 0.858, kappa: 0.0634, kb_relative_information_score: 242698.3631, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8577, predictive_accuracy: 0.901, prior_entropy: 2.3219, recall: 0.901, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.4681,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8668, kappa: 0.1357, kb_relative_information_score: 249161.6755, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8602, predictive_accuracy: 0.9044, prior_entropy: 2.3219, recall: 0.9044, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7526, f_measure: 0.8675, kappa: 0.1458, kb_relative_information_score: 250586.82, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8648, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1985, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.184, root_relative_squared_error: 0.4599,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8831, kappa: 0.2711, kb_relative_information_score: 255050.5158, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8855, predictive_accuracy: 0.9132, prior_entropy: 2.3219, recall: 0.9132, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.4131,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5386, f_measure: 0.8654, kappa: 0.1275, kb_relative_information_score: 262620.4895, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8632, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1213, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4926,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5386, f_measure: 0.8654, kappa: 0.1273, kb_relative_information_score: 262644.4011, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8644, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4924,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8668, kappa: 0.1392, kb_relative_information_score: 262828.8619, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.491,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8668, kappa: 0.1393, kb_relative_information_score: 262833.4165, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4909,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5423, f_measure: 0.8667, kappa: 0.1389, kb_relative_information_score: 262816.3367, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8648, predictive_accuracy: 0.9035, prior_entropy: 2.3219, recall: 0.9035, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4911,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.8648, kappa: 0.1198, kb_relative_information_score: 249414.9785, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.885, predictive_accuracy: 0.9034, prior_entropy: 2.3219, recall: 0.9034, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5367, f_measure: 0.8642, kappa: 0.1205, kb_relative_information_score: 262210.5766, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.858, predictive_accuracy: 0.9017, prior_entropy: 2.3219, recall: 0.9017, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4956,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8836, kappa: 0.2753, kb_relative_information_score: 255481.6209, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.897, predictive_accuracy: 0.9132, prior_entropy: 2.3219, recall: 0.9132, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4103,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, f_measure: 0.8666, kappa: 0.14, kb_relative_information_score: 262540.7842, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8607, predictive_accuracy: 0.9027, prior_entropy: 2.3219, recall: 0.9027, relative_absolute_error: 0.1216, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4932,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.8668, kappa: 0.1393, kb_relative_information_score: 251955.8283, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1907, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4597,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8668, kappa: 0.1357, kb_relative_information_score: 249161.6755, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8602, predictive_accuracy: 0.9044, prior_entropy: 2.3219, recall: 0.9044, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8668, kappa: 0.1357, kb_relative_information_score: 249161.6755, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8602, predictive_accuracy: 0.9044, prior_entropy: 2.3219, recall: 0.9044, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.858, kappa: 0.0633, kb_relative_information_score: 242636.9785, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8575, predictive_accuracy: 0.901, prior_entropy: 2.3219, recall: 0.901, relative_absolute_error: 0.2475, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.4682,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.858, kappa: 0.063, kb_relative_information_score: 242837.9669, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8575, predictive_accuracy: 0.901, prior_entropy: 2.3219, recall: 0.901, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.4679,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8668, kappa: 0.1357, kb_relative_information_score: 249161.6755, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8602, predictive_accuracy: 0.9044, prior_entropy: 2.3219, recall: 0.9044, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7641, f_measure: 0.8579, kappa: 0.0626, kb_relative_information_score: 239903.0246, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8574, predictive_accuracy: 0.9009, prior_entropy: 2.3219, recall: 0.9009, relative_absolute_error: 0.2644, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.4697,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8675, kappa: 0.1453, kb_relative_information_score: 262916.5377, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8604, kappa: 0.1244, kb_relative_information_score: 258716.0693, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8468, predictive_accuracy: 0.8913, prior_entropy: 2.3219, recall: 0.8913, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.5212,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8182, f_measure: 0.8636, kappa: 0.1094, kb_relative_information_score: 248895.3076, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8579, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5386, f_measure: 0.8654, kappa: 0.1273, kb_relative_information_score: 262644.4011, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8644, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4924,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8668, kappa: 0.1393, kb_relative_information_score: 262833.4165, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4909,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5328, f_measure: 0.8625, kappa: 0.1079, kb_relative_information_score: 261878.0917, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.858, predictive_accuracy: 0.9007, prior_entropy: 2.3219, recall: 0.9007, relative_absolute_error: 0.1241, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.4981,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8134, f_measure: 0.8642, kappa: 0.1149, kb_relative_information_score: 248899.8024, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8637, predictive_accuracy: 0.9032, prior_entropy: 2.3219, recall: 0.9032, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.449,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5384, f_measure: 0.8653, kappa: 0.1268, kb_relative_information_score: 262635.2919, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8643, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1213, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4924,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7992, f_measure: 0.8633, kappa: 0.1067, kb_relative_information_score: 248822.4743, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8588, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.2133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.4512,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.8674, kappa: 0.1447, kb_relative_information_score: 262914.2604, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, f_measure: 0.8635, kappa: 0.1097, kb_relative_information_score: 262513.4567, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8752, predictive_accuracy: 0.9026, prior_entropy: 2.3219, recall: 0.9026, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4934,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5866, f_measure: 0.8527, kappa: 0.0216, kb_relative_information_score: 258127.2242, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8542, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.4917,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6562, f_measure: 0.9023, kappa: 0.4344, kb_relative_information_score: 269817.8764, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9061, predictive_accuracy: 0.9244, prior_entropy: 2.3219, recall: 0.9244, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.4348,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, f_measure: 0.9023, kappa: 0.4345, kb_relative_information_score: 269817.8764, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9061, predictive_accuracy: 0.9244, prior_entropy: 2.3219, recall: 0.9244, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.4348,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.8575, kappa: 0.0596, kb_relative_information_score: 262414.0146, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8572, predictive_accuracy: 0.9008, prior_entropy: 2.3219, recall: 0.9008, relative_absolute_error: 0.1236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.4889,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5497, f_measure: 0.8674, kappa: 0.1447, kb_relative_information_score: 262797.8278, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4874,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.8674, kappa: 0.1447, kb_relative_information_score: 262914.2604, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6587, f_measure: 0.9013, kappa: 0.4277, kb_relative_information_score: 268944.5343, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8986, predictive_accuracy: 0.9218, prior_entropy: 2.3219, recall: 0.9218, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4422,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6588, f_measure: 0.9013, kappa: 0.4278, kb_relative_information_score: 268945.6729, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8985, predictive_accuracy: 0.9218, prior_entropy: 2.3219, recall: 0.9218, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4422,