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Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.6679, kappa: 0.5725, kb_relative_information_score: 543461.8066, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6697, predictive_accuracy: 0.673, prior_entropy: 2.3219, ram_hours: 0, recall: 0.673, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.7485, run_cpu_time: 13.99,
Jan van Rijn 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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: 0.0028, 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: 145.83,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.8492, kappa: 0.8047, kb_relative_information_score: 743981.5377, mean_absolute_error: 0.1069, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8508, predictive_accuracy: 0.8497, prior_entropy: 2.3219, ram_hours: 0.0011, recall: 0.8497, relative_absolute_error: 0.3342, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.5214, run_cpu_time: 240.18,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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: 6.27,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.5075, kappa: 0.3618, kb_relative_information_score: 313171.721, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5222, predictive_accuracy: 0.5196, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5196, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3608, root_relative_squared_error: 0.9021, run_cpu_time: 15.08,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 850702.9416, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8834, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.184, root_relative_squared_error: 0.46, run_cpu_time: 266.37,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 687967.5545, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7631, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6589, run_cpu_time: 25.1,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.8832, kappa: 0.8493, kb_relative_information_score: 850689.4343, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8834, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4598, run_cpu_time: 4341.2,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 687967.5545, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7631, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6589, run_cpu_time: 27.4,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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, 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: 6.8,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8035, kappa: 0.7465, kb_relative_information_score: 703834.4313, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.806, predictive_accuracy: 0.8055, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8055, relative_absolute_error: 0.3756, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.5762, run_cpu_time: 127.96,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.5396, kappa: 0.4074, kb_relative_information_score: 417298.8943, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5837, predictive_accuracy: 0.5588, prior_entropy: 2.3219, ram_hours: 0.2324, recall: 0.5588, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.8212, run_cpu_time: 1402.32,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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: 6.75,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8119, f_measure: 0.6402, kappa: 0.5361, kb_relative_information_score: 545708.2383, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6405, predictive_accuracy: 0.6415, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6415, relative_absolute_error: 0.531, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.8405, run_cpu_time: 8.82,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.459, kappa: 0.315, kb_relative_information_score: 256903.1789, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.451, predictive_accuracy: 0.489, prior_entropy: 2.3219, ram_hours: 0, recall: 0.489, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3707, root_relative_squared_error: 0.9269, run_cpu_time: 9,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.7651, kappa: 0.6957, kb_relative_information_score: 698978.2351, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7662, predictive_accuracy: 0.7661, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7661, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2624, root_relative_squared_error: 0.6561, run_cpu_time: 65.41,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8003, f_measure: 0.6721, kappa: 0.5785, kb_relative_information_score: 621246.2052, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.673, predictive_accuracy: 0.6757, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6757, relative_absolute_error: 0.4295, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.8541, run_cpu_time: 10.8,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.0654, kappa: 0.0051, kb_relative_information_score: 57827.7746, mean_absolute_error: 0.331, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1471, predictive_accuracy: 0.1726, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1726, relative_absolute_error: 1.0343, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5753, root_relative_squared_error: 1.4383, run_cpu_time: 7.19,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7438, f_measure: 0.4691, kappa: 0.3179, kb_relative_information_score: 320173.5638, mean_absolute_error: 0.2586, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4755, predictive_accuracy: 0.484, prior_entropy: 2.3219, ram_hours: 0, recall: 0.484, relative_absolute_error: 0.8081, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.369, root_relative_squared_error: 0.9226, run_cpu_time: 21.42,
Jan van Rijn 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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: 0.1785, 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: 1516.51,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.7991, kappa: 0.7405, kb_relative_information_score: 683368.6377, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7996, predictive_accuracy: 0.8005, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8005, relative_absolute_error: 0.4054, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.5866, run_cpu_time: 142.15,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.798, kappa: 0.7396, kb_relative_information_score: 678328.291, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7979, predictive_accuracy: 0.7995, prior_entropy: 2.3219, ram_hours: 0.0014, recall: 0.7995, relative_absolute_error: 0.4135, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.5922, run_cpu_time: 203.79,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.3797, kappa: 0.2023, kb_relative_information_score: 312334.4421, mean_absolute_error: 0.2415, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3791, predictive_accuracy: 0.3962, prior_entropy: 2.3219, ram_hours: 0, recall: 0.3962, relative_absolute_error: 0.7548, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4913, root_relative_squared_error: 1.2283, run_cpu_time: 6.97,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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: 9.32,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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: 0.0016, 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: 76.4,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.8002, kappa: 0.7422, kb_relative_information_score: 681643.7733, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8034, predictive_accuracy: 0.8023, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.8023, relative_absolute_error: 0.411, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.5873, run_cpu_time: 161.62,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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: 0.0055, 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: 142.69,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.816, kappa: 0.7629, kb_relative_information_score: 728784.2091, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.82, predictive_accuracy: 0.8182, prior_entropy: 2.3219, recall: 0.8182, relative_absolute_error: 0.3629, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6026,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7701, kappa: 0.7075, kb_relative_information_score: 683729.8682, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7805, predictive_accuracy: 0.7759, prior_entropy: 2.3219, recall: 0.7759, relative_absolute_error: 0.4089, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.6603,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867189.3661, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7483, kappa: 0.6795, kb_relative_information_score: 589544.4618, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7765, predictive_accuracy: 0.7526, prior_entropy: 2.3219, recall: 0.7526, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.28, root_relative_squared_error: 0.7,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867518.4351, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5427, f_measure: 0.0511, kappa: -0.0012, kb_relative_information_score: 117203.7825, mean_absolute_error: 0.3199, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.091, predictive_accuracy: 0.1661, prior_entropy: 2.3219, recall: 0.1661, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4942, root_relative_squared_error: 1.2354,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.6679, kappa: 0.5725, kb_relative_information_score: 543461.8066, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6697, predictive_accuracy: 0.673, prior_entropy: 2.3219, recall: 0.673, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.7485,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8388, kappa: 0.7915, kb_relative_information_score: 772559.4262, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8398, predictive_accuracy: 0.8396, prior_entropy: 2.3219, recall: 0.8396, relative_absolute_error: 0.3058, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.226, root_relative_squared_error: 0.5649,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 831688.8946, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.2146, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.533,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745733.3189, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745727.6257, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867518.4351, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867519.5737, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5451, f_measure: 0.0927, kappa: 0.0125, kb_relative_information_score: 124094.184, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1437, predictive_accuracy: 0.1828, prior_entropy: 2.3219, recall: 0.1828, relative_absolute_error: 0.9914, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4988, root_relative_squared_error: 1.2469,
Jan van Rijn 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 687967.5545, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, recall: 0.7631, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6589,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
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,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867188.2275, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867189.3661, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867189.3661, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 687967.5545, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, recall: 0.7631, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6589,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867190.5048, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867190.5048, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8829, kappa: 0.8489, kb_relative_information_score: 866902.4271, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8831, prior_entropy: 2.3219, recall: 0.8831, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.5406,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8152, kappa: 0.7621, kb_relative_information_score: 703559.5024, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8197, predictive_accuracy: 0.8174, prior_entropy: 2.3219, recall: 0.8174, relative_absolute_error: 0.4025, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2426, root_relative_squared_error: 0.6065,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8223, kappa: 0.7727, kb_relative_information_score: 825831.6592, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8346, predictive_accuracy: 0.8237, prior_entropy: 2.3219, recall: 0.8237, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.5438,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.8019, kappa: 0.746, kb_relative_information_score: 741131.8621, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8106, predictive_accuracy: 0.8054, prior_entropy: 2.3219, recall: 0.8054, relative_absolute_error: 0.3435, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.6082,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.5396, kappa: 0.4074, kb_relative_information_score: 417298.8943, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5837, predictive_accuracy: 0.5588, prior_entropy: 2.3219, recall: 0.5588, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.8212,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.812, kappa: 0.7575, kb_relative_information_score: 706935.3879, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8144, predictive_accuracy: 0.8139, prior_entropy: 2.3219, recall: 0.8139, relative_absolute_error: 0.3734, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5652,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8141, kappa: 0.7603, kb_relative_information_score: 705202.4559, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.817, predictive_accuracy: 0.8162, prior_entropy: 2.3219, recall: 0.8162, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.5635,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8099, kappa: 0.7548, kb_relative_information_score: 702480.4079, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8124, predictive_accuracy: 0.8119, prior_entropy: 2.3219, recall: 0.8119, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.228, root_relative_squared_error: 0.5701,
Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.8285, kappa: 0.7789, kb_relative_information_score: 631899.9068, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.834, predictive_accuracy: 0.8303, prior_entropy: 2.3219, recall: 0.8303, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.6022,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.8284, kappa: 0.7788, kb_relative_information_score: 631798.3634, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8338, predictive_accuracy: 0.8302, prior_entropy: 2.3219, recall: 0.8302, relative_absolute_error: 0.4982, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.6021,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.812, kappa: 0.7575, kb_relative_information_score: 706937.6732, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8144, predictive_accuracy: 0.8139, prior_entropy: 2.3219, recall: 0.8139, relative_absolute_error: 0.3734, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5652,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867168.8705, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8833, prior_entropy: 2.3219, recall: 0.8833, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8831, kappa: 0.8491, kb_relative_information_score: 867152.9294, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8833, prior_entropy: 2.3219, recall: 0.8833, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.5401,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867187.0888, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867177.9796, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867189.3661, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8829, kappa: 0.8489, kb_relative_information_score: 866902.4271, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8831, prior_entropy: 2.3219, recall: 0.8831, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.5406,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8829, kappa: 0.8489, kb_relative_information_score: 866902.4271, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8831, prior_entropy: 2.3219, recall: 0.8831, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.5406,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.8537, kappa: 0.8106, kb_relative_information_score: 753730.9292, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8553, predictive_accuracy: 0.8542, prior_entropy: 2.3219, recall: 0.8542, relative_absolute_error: 0.3188, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.5098,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 850710.7924, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.184, root_relative_squared_error: 0.46,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8099, kappa: 0.7548, kb_relative_information_score: 702480.4079, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8124, predictive_accuracy: 0.8119, prior_entropy: 2.3219, recall: 0.8119, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.228, root_relative_squared_error: 0.5701,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.8283, kappa: 0.7785, kb_relative_information_score: 632624.7123, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.83, prior_entropy: 2.3219, recall: 0.83, relative_absolute_error: 0.4968, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6025,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8099, kappa: 0.7548, kb_relative_information_score: 702480.4079, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8124, predictive_accuracy: 0.8119, prior_entropy: 2.3219, recall: 0.8119, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.228, root_relative_squared_error: 0.5701,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 850707.6093, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.184, root_relative_squared_error: 0.46,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867189.3661, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9168, f_measure: 0.8708, kappa: 0.8332, kb_relative_information_score: 853227.278, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8711, predictive_accuracy: 0.8711, prior_entropy: 2.3219, recall: 0.8711, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.5677,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.816, kappa: 0.7627, kb_relative_information_score: 706987.3819, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8188, predictive_accuracy: 0.818, prior_entropy: 2.3219, recall: 0.818, relative_absolute_error: 0.3751, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.5615,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867160.8999, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8833, prior_entropy: 2.3219, recall: 0.8833, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.5401,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.8585, kappa: 0.8173, kb_relative_information_score: 839331.2314, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8586, predictive_accuracy: 0.8589, prior_entropy: 2.3219, recall: 0.8589, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2376, root_relative_squared_error: 0.5939,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8512, kappa: 0.8072, kb_relative_information_score: 749777.5672, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8527, predictive_accuracy: 0.8516, prior_entropy: 2.3219, recall: 0.8516, relative_absolute_error: 0.3253, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.5143,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867168.8705, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8833, prior_entropy: 2.3219, recall: 0.8833, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867189.3661, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8827, kappa: 0.8487, kb_relative_information_score: 866732.7687, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.883, prior_entropy: 2.3219, recall: 0.883, relative_absolute_error: 0.1463, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.5409,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8099, kappa: 0.7548, kb_relative_information_score: 702480.4079, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8124, predictive_accuracy: 0.8119, prior_entropy: 2.3219, recall: 0.8119, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.228, root_relative_squared_error: 0.5701,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8141, kappa: 0.7603, kb_relative_information_score: 705202.4559, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.817, predictive_accuracy: 0.8162, prior_entropy: 2.3219, recall: 0.8162, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.5635,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.8062, kappa: 0.7501, kb_relative_information_score: 708230.4977, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8076, predictive_accuracy: 0.808, prior_entropy: 2.3219, recall: 0.808, relative_absolute_error: 0.3692, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.229, root_relative_squared_error: 0.5725,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9469, f_measure: 0.793, kappa: 0.7339, kb_relative_information_score: 696552.883, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8031, predictive_accuracy: 0.7971, prior_entropy: 2.3219, recall: 0.7971, relative_absolute_error: 0.3962, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.6138,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8046, kappa: 0.7482, kb_relative_information_score: 722290.4543, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8121, predictive_accuracy: 0.8077, prior_entropy: 2.3219, recall: 0.8077, relative_absolute_error: 0.3641, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5919,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8837, kappa: 0.8499, kb_relative_information_score: 867778.0465, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8842, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.5388,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8837, kappa: 0.8499, kb_relative_information_score: 867776.9079, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8842, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.5388,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.891, kappa: 0.8594, kb_relative_information_score: 876140.2693, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8912, predictive_accuracy: 0.8912, prior_entropy: 2.3219, recall: 0.8912, relative_absolute_error: 0.136, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.5215,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8444, kappa: 0.7989, kb_relative_information_score: 792761.8733, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.845, predictive_accuracy: 0.8452, prior_entropy: 2.3219, recall: 0.8452, relative_absolute_error: 0.2685, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5512,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 831688.4636, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.2146, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.533,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867520.7123, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867188.2275, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,