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Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.8772, kappa: 0.8402, kb_relative_information_score: 793261.6192, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8783, predictive_accuracy: 0.8768, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.8768, relative_absolute_error: 0.2778, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4763, run_cpu_time: 163.9,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.8772, kappa: 0.8403, kb_relative_information_score: 795218.6273, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8782, predictive_accuracy: 0.8769, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8769, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.4752, run_cpu_time: 120,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.8427, kappa: 0.7958, kb_relative_information_score: 793508.5384, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8434, predictive_accuracy: 0.8424, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8424, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5482, run_cpu_time: 64.85,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645, run_cpu_time: 25.23,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9127, kappa: 0.8866, kb_relative_information_score: 854034.2732, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9125, prior_entropy: 2.3219, ram_hours: 0.0014, recall: 0.9125, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.4007, run_cpu_time: 223.58,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 860015.1724, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.4463, run_cpu_time: 242.72,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 321830.6382, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5121, relative_absolute_error: 0.8055, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8969, run_cpu_time: 15.26,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437, run_cpu_time: 6.12,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8897, kappa: 0.8578, kb_relative_information_score: 860063.1302, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4461, run_cpu_time: 4495.97,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8897, kappa: 0.8578, kb_relative_information_score: 860063.1302, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4461, run_cpu_time: 4427.78,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8897, kappa: 0.8578, kb_relative_information_score: 860063.1302, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0.0005, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4461, run_cpu_time: 3822.66,
Jan van Rijn 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0021, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 132.87,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645, run_cpu_time: 26.99,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.1385, kappa: -0, kb_relative_information_score: 104455.7694, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0901, predictive_accuracy: 0.3001, prior_entropy: 2.3219, ram_hours: 0, recall: 0.3001, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9831, run_cpu_time: 9.85,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.6975, kappa: 0.6127, kb_relative_information_score: 599802.4565, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7019, predictive_accuracy: 0.6993, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6993, relative_absolute_error: 0.4844, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.7703, run_cpu_time: 9.43,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2271, kappa: 0.0004, kb_relative_information_score: 119943.2394, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2271, predictive_accuracy: 0.2271, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2271, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.556, root_relative_squared_error: 1.3901, run_cpu_time: 6.59,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6087, f_measure: 0.3945, kappa: 0.217, kb_relative_information_score: 319461.233, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3957, predictive_accuracy: 0.4025, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4025, relative_absolute_error: 0.747, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4888, root_relative_squared_error: 1.2219, run_cpu_time: 7.34,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.766, f_measure: 0.4995, kappa: 0.3539, kb_relative_information_score: 334184.4744, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5106, predictive_accuracy: 0.5107, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5107, relative_absolute_error: 0.7959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3603, root_relative_squared_error: 0.9008, run_cpu_time: 20.24,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8739, kappa: 0.8365, kb_relative_information_score: 753374.6737, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8741, predictive_accuracy: 0.8738, prior_entropy: 2.3219, ram_hours: 0.0054, recall: 0.8738, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.201, root_relative_squared_error: 0.5025, run_cpu_time: 559.87,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158592.0626, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0018, recall: 0.2612, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5435, root_relative_squared_error: 1.3587, run_cpu_time: 86.46,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8353, f_measure: 0.7309, kappa: 0.6518, kb_relative_information_score: 678887.1386, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7314, predictive_accuracy: 0.7311, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7311, relative_absolute_error: 0.3682, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.7832, run_cpu_time: 8.88,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.4617, kappa: 0.3208, kb_relative_information_score: 349692.0825, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5637, predictive_accuracy: 0.503, prior_entropy: 2.3219, ram_hours: 0.1376, recall: 0.503, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8661, run_cpu_time: 3428.03,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.876, kappa: 0.8392, kb_relative_information_score: 750810.7883, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.8759, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8759, relative_absolute_error: 0.3454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.5031, run_cpu_time: 146.14,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7395, f_measure: 0.4569, kappa: 0.308, kb_relative_information_score: 262839.2755, mean_absolute_error: 0.2765, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4569, predictive_accuracy: 0.4839, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4839, relative_absolute_error: 0.8642, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3684, root_relative_squared_error: 0.921, run_cpu_time: 8.91,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0051, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 137.54,
Jan van Rijn 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.1802, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 1480.59,
Jan van Rijn 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.1778, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 1454.27,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7093, kappa: 0.623, kb_relative_information_score: 595446.0015, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7101, predictive_accuracy: 0.7101, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7101, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.7123, run_cpu_time: 17.07,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.4617, kappa: 0.3208, kb_relative_information_score: 349692.0825, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5637, predictive_accuracy: 0.503, prior_entropy: 2.3219, ram_hours: 0.1395, recall: 0.503, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8661, run_cpu_time: 3483.31,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, f_measure: 0.0596, kappa: 0.0025, kb_relative_information_score: 54891.2043, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1303, predictive_accuracy: 0.17, prior_entropy: 2.3219, ram_hours: 0, recall: 0.17, relative_absolute_error: 1.0375, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.4405, run_cpu_time: 6.02,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8407, kappa: 0.7937, kb_relative_information_score: 712743.7341, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8433, predictive_accuracy: 0.8408, prior_entropy: 2.3219, recall: 0.8408, relative_absolute_error: 0.3868, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.6184,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8662, kappa: 0.8264, kb_relative_information_score: 760116.6546, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8667, predictive_accuracy: 0.8661, prior_entropy: 2.3219, recall: 0.8661, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.5536,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874619.037, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8172, kappa: 0.7603, kb_relative_information_score: 617270.4617, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8368, predictive_accuracy: 0.8138, prior_entropy: 2.3219, recall: 0.8138, relative_absolute_error: 0.5179, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.6691,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886377.8434, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5346, f_measure: 0.05, kappa: -0.0013, kb_relative_information_score: 113690.1649, mean_absolute_error: 0.3206, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0843, predictive_accuracy: 0.1659, prior_entropy: 2.3219, recall: 0.1659, relative_absolute_error: 1.0019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4949, root_relative_squared_error: 1.2372,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7093, kappa: 0.623, kb_relative_information_score: 595446.0015, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7101, predictive_accuracy: 0.7101, prior_entropy: 2.3219, recall: 0.7101, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.7123,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808459.0985, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 863971.597, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.483,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8674, kappa: 0.8283, kb_relative_information_score: 804376.4648, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8674, predictive_accuracy: 0.8675, prior_entropy: 2.3219, recall: 0.8675, relative_absolute_error: 0.2698, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886378.982, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.7183, kappa: 0.6354, kb_relative_information_score: 537464.7394, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7186, predictive_accuracy: 0.7191, prior_entropy: 2.3219, recall: 0.7191, relative_absolute_error: 0.5607, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.7259,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5381, f_measure: 0.078, kappa: 0.0027, kb_relative_information_score: 118195.0868, mean_absolute_error: 0.3188, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1222, predictive_accuracy: 0.1735, prior_entropy: 2.3219, recall: 0.1735, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4995, root_relative_squared_error: 1.2488,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2271, kappa: 0.0004, kb_relative_information_score: 119943.2394, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2271, predictive_accuracy: 0.2271, prior_entropy: 2.3219, recall: 0.2271, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.556, root_relative_squared_error: 1.3901,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.1385, kappa: -0, kb_relative_information_score: 104455.7694, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0901, predictive_accuracy: 0.3001, prior_entropy: 2.3219, recall: 0.3001, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9831,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8896, kappa: 0.8577, kb_relative_information_score: 874599.68, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8896, kappa: 0.8577, kb_relative_information_score: 874599.68, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874620.1757, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874619.037, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874620.1757, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874612.2051, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8894, kappa: 0.8574, kb_relative_information_score: 874309.3251, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.89, predictive_accuracy: 0.8896, prior_entropy: 2.3219, recall: 0.8896, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.5253,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8655, kappa: 0.8253, kb_relative_information_score: 735113.4679, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8667, predictive_accuracy: 0.8651, prior_entropy: 2.3219, recall: 0.8651, relative_absolute_error: 0.3731, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.5602,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874616.7597, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8602, kappa: 0.8201, kb_relative_information_score: 861911.8275, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8695, predictive_accuracy: 0.8605, prior_entropy: 2.3219, recall: 0.8605, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.4872,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8584, kappa: 0.8161, kb_relative_information_score: 772681.1852, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8603, predictive_accuracy: 0.8583, prior_entropy: 2.3219, recall: 0.8583, relative_absolute_error: 0.3122, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.563,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808459.0985, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886377.8434, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808459.0985, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.8839, kappa: 0.849, kb_relative_information_score: 799675.6117, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8849, predictive_accuracy: 0.8836, prior_entropy: 2.3219, recall: 0.8836, relative_absolute_error: 0.2707, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4632,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8843, kappa: 0.8494, kb_relative_information_score: 800583.4585, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8854, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4622,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.8804, kappa: 0.8444, kb_relative_information_score: 798878.9381, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8801, prior_entropy: 2.3219, recall: 0.8801, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.8805, kappa: 0.8446, kb_relative_information_score: 689045.7407, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.882, predictive_accuracy: 0.88, prior_entropy: 2.3219, recall: 0.88, relative_absolute_error: 0.4438, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.5448,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.8806, kappa: 0.8447, kb_relative_information_score: 689028.9001, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8821, predictive_accuracy: 0.8801, prior_entropy: 2.3219, recall: 0.8801, relative_absolute_error: 0.4439, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.5447,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8894, kappa: 0.8574, kb_relative_information_score: 859692.1652, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.89, predictive_accuracy: 0.8896, prior_entropy: 2.3219, recall: 0.8896, relative_absolute_error: 0.1726, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.4469,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.8838, kappa: 0.8489, kb_relative_information_score: 799692.8479, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8849, predictive_accuracy: 0.8835, prior_entropy: 2.3219, recall: 0.8835, relative_absolute_error: 0.2706, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4632,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8881, kappa: 0.8557, kb_relative_information_score: 872837.0546, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8886, predictive_accuracy: 0.8883, prior_entropy: 2.3219, recall: 0.8883, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.5284,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8879, kappa: 0.8554, kb_relative_information_score: 872577.4432, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8884, predictive_accuracy: 0.8881, prior_entropy: 2.3219, recall: 0.8881, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.5289,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8896, kappa: 0.8576, kb_relative_information_score: 874539.3317, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8902, predictive_accuracy: 0.8898, prior_entropy: 2.3219, recall: 0.8898, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5248,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8896, kappa: 0.8576, kb_relative_information_score: 874563.2433, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8898, prior_entropy: 2.3219, recall: 0.8898, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5248,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8878, kappa: 0.8553, kb_relative_information_score: 872469.2717, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8883, predictive_accuracy: 0.888, prior_entropy: 2.3219, recall: 0.888, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.5292,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8893, kappa: 0.8573, kb_relative_information_score: 874261.5019, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.89, predictive_accuracy: 0.8896, prior_entropy: 2.3219, recall: 0.8896, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.5254,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9146, kappa: 0.8891, kb_relative_information_score: 853192.6569, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.915, predictive_accuracy: 0.9144, prior_entropy: 2.3219, recall: 0.9144, relative_absolute_error: 0.1994, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.3974,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8896, kappa: 0.8576, kb_relative_information_score: 859936.9805, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8898, prior_entropy: 2.3219, recall: 0.8898, relative_absolute_error: 0.1723, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.4465,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.8802, kappa: 0.8441, kb_relative_information_score: 689020.5134, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8817, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.5461,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.8804, kappa: 0.8444, kb_relative_information_score: 798878.9381, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8801, prior_entropy: 2.3219, recall: 0.8801, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.8804, kappa: 0.8444, kb_relative_information_score: 798878.9381, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8801, prior_entropy: 2.3219, recall: 0.8801, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874619.037, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.8771, kappa: 0.8414, kb_relative_information_score: 860363.178, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8774, prior_entropy: 2.3219, recall: 0.8774, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.5537,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8879, kappa: 0.8554, kb_relative_information_score: 872611.6026, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8884, predictive_accuracy: 0.8881, prior_entropy: 2.3219, recall: 0.8881, relative_absolute_error: 0.1398, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.5289,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8896, kappa: 0.8576, kb_relative_information_score: 874565.5206, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8898, prior_entropy: 2.3219, recall: 0.8898, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5248,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8836, kappa: 0.8486, kb_relative_information_score: 801922.3478, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8847, predictive_accuracy: 0.8833, prior_entropy: 2.3219, recall: 0.8833, relative_absolute_error: 0.2669, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4617,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9123, kappa: 0.8861, kb_relative_information_score: 851594.0365, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9128, predictive_accuracy: 0.9121, prior_entropy: 2.3219, recall: 0.9121, relative_absolute_error: 0.2008, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.402,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8879, kappa: 0.8554, kb_relative_information_score: 872577.4432, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8884, predictive_accuracy: 0.8881, prior_entropy: 2.3219, recall: 0.8881, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.5289,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8896, kappa: 0.8576, kb_relative_information_score: 874563.2433, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8898, prior_entropy: 2.3219, recall: 0.8898, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5248,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8865, kappa: 0.8536, kb_relative_information_score: 871047.1017, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.887, predictive_accuracy: 0.8867, prior_entropy: 2.3219, recall: 0.8867, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.5321,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.8804, kappa: 0.8444, kb_relative_information_score: 798878.9381, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8801, prior_entropy: 2.3219, recall: 0.8801, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8843, kappa: 0.8494, kb_relative_information_score: 800589.3521, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8854, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4622,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.8768, kappa: 0.8398, kb_relative_information_score: 794646.517, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8765, prior_entropy: 2.3219, recall: 0.8765, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4762,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8997, kappa: 0.8707, kb_relative_information_score: 886060.1609, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8999, prior_entropy: 2.3219, recall: 0.8999, relative_absolute_error: 0.1251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.5002,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.8527, kappa: 0.808, kb_relative_information_score: 712486.2006, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8552, predictive_accuracy: 0.8524, prior_entropy: 2.3219, recall: 0.8524, relative_absolute_error: 0.3994, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.5731,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8522, kappa: 0.8075, kb_relative_information_score: 729444.5252, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.855, predictive_accuracy: 0.8522, prior_entropy: 2.3219, recall: 0.8522, relative_absolute_error: 0.3725, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.5694,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8999, kappa: 0.871, kb_relative_information_score: 886303.8313, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9005, predictive_accuracy: 0.9001, prior_entropy: 2.3219, recall: 0.9001, relative_absolute_error: 0.1248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4996,