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Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3701, kappa: -0, kb_relative_information_score: 5945.5761, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4654, predictive_accuracy: 0.5325, prior_entropy: 1, ram_hours: 0, recall: 0.5325, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, run_cpu_time: 21.86,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.6889, kappa: 0.3806, kb_relative_information_score: 304786.3313, mean_absolute_error: 0.3564, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7059, predictive_accuracy: 0.6968, prior_entropy: 1, ram_hours: 0.4007, recall: 0.6968, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.8631, run_cpu_time: 2181.84,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922, run_cpu_time: 54.0077,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 497759.0352, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, ram_hours: 0, recall: 0.7553, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954, run_cpu_time: 33.4343,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7774, f_measure: 0.7787, kappa: 0.5554, kb_relative_information_score: 557696, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7787, predictive_accuracy: 0.7788, prior_entropy: 1, ram_hours: 0, recall: 0.7788, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4703, root_relative_squared_error: 0.9405, run_cpu_time: 20.2655,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7472, f_measure: 0.7324, kappa: 0.4621, kb_relative_information_score: 367223.9594, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7349, predictive_accuracy: 0.7341, prior_entropy: 1, ram_hours: 0, recall: 0.7341, relative_absolute_error: 0.6594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.46, root_relative_squared_error: 0.9201, run_cpu_time: 21.5693,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7475, kappa: 0.4962, kb_relative_information_score: 326963.8382, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7522, predictive_accuracy: 0.7473, prior_entropy: 1, ram_hours: 0.0066, recall: 0.7473, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4132, root_relative_squared_error: 0.8265, run_cpu_time: 27536.8535,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.7094, kappa: 0.4158, kb_relative_information_score: 417228.6904, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7106, predictive_accuracy: 0.7107, prior_entropy: 1, ram_hours: 0, recall: 0.7107, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0486, run_cpu_time: 19.7,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5021, kappa: -0.0001, kb_relative_information_score: 4142, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5021, predictive_accuracy: 0.5021, prior_entropy: 1, ram_hours: 0, recall: 0.5021, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7056, root_relative_squared_error: 1.4113, run_cpu_time: 17.0346,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.721, kappa: 0.4409, kb_relative_information_score: 449806, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7249, prior_entropy: 1, ram_hours: 0, recall: 0.7249, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5245, root_relative_squared_error: 1.049, run_cpu_time: 19.8457,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.7452, kappa: 0.4928, kb_relative_information_score: 326813.1473, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7519, predictive_accuracy: 0.7453, prior_entropy: 1, ram_hours: 0.0002, recall: 0.7453, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.827, run_cpu_time: 1175.082,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.7869, kappa: 0.5716, kb_relative_information_score: 575060, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7876, predictive_accuracy: 0.7875, prior_entropy: 1, ram_hours: 0, recall: 0.7875, relative_absolute_error: 0.4249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4607, root_relative_squared_error: 0.9213, run_cpu_time: 26.05,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8235, kappa: 0.6452, kb_relative_information_score: 502851.9, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8238, prior_entropy: 1, ram_hours: 0.0057, recall: 0.8238, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.7133, run_cpu_time: 315.6671,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.7551, kappa: 0.5078, kb_relative_information_score: 364026.5069, mean_absolute_error: 0.3334, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7551, predictive_accuracy: 0.7554, prior_entropy: 1, ram_hours: 0, recall: 0.7554, relative_absolute_error: 0.6668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.829, run_cpu_time: 23.1661,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.7977, kappa: 0.5935, kb_relative_information_score: 500189.7023, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7978, predictive_accuracy: 0.7979, prior_entropy: 1, ram_hours: 0.0005, recall: 0.7979, relative_absolute_error: 0.5241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.7984, run_cpu_time: 171.92,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922, run_cpu_time: 57.01,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8367, f_measure: 0.7535, kappa: 0.5057, kb_relative_information_score: 495907.332, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7542, predictive_accuracy: 0.7533, prior_entropy: 1, ram_hours: 0, recall: 0.7533, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4544, root_relative_squared_error: 0.9087, run_cpu_time: 45.959,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6587, f_measure: 0.661, kappa: 0.321, kb_relative_information_score: 332244, mean_absolute_error: 0.3339, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6679, predictive_accuracy: 0.6661, prior_entropy: 1, ram_hours: 0, recall: 0.6661, relative_absolute_error: 0.6678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5776, root_relative_squared_error: 1.1552, run_cpu_time: 20.7281,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8228, kappa: 0.6437, kb_relative_information_score: 501467.8469, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.823, prior_entropy: 1, ram_hours: 0.0079, recall: 0.823, relative_absolute_error: 0.5337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.7146, run_cpu_time: 451.37,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8281, kappa: 0.6546, kb_relative_information_score: 295903.7719, mean_absolute_error: 0.3766, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8281, predictive_accuracy: 0.8281, prior_entropy: 1, ram_hours: 0.0068, recall: 0.8281, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.795, run_cpu_time: 375.6687,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595, run_cpu_time: 21.8248,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.2978, kb_relative_information_score: -64950, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0.0074, recall: 0.4675, relative_absolute_error: 1.065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7295, root_relative_squared_error: 1.4591, run_cpu_time: 91.94,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0.1518, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595, run_cpu_time: 693.7735,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8389, f_measure: 0.7621, kappa: 0.5221, kb_relative_information_score: 260216.1509, mean_absolute_error: 0.3889, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7621, predictive_accuracy: 0.7622, prior_entropy: 1, ram_hours: 0.0658, recall: 0.7622, relative_absolute_error: 0.7779, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4188, root_relative_squared_error: 0.8376, run_cpu_time: 1679.3426,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8315, kappa: 0.6613, kb_relative_information_score: 499548.0317, mean_absolute_error: 0.2686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8319, predictive_accuracy: 0.8318, prior_entropy: 1, ram_hours: 0.082, recall: 0.8318, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7004, run_cpu_time: 1052.0299,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, f_measure: 0.8034, kappa: 0.6051, kb_relative_information_score: 550665.7776, mean_absolute_error: 0.2284, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8034, predictive_accuracy: 0.8035, prior_entropy: 1, recall: 0.8035, relative_absolute_error: 0.4568, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3938, root_relative_squared_error: 0.7875,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8575, f_measure: 0.7895, kappa: 0.58, kb_relative_information_score: 549540.533, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7944, predictive_accuracy: 0.7894, prior_entropy: 1, recall: 0.7894, relative_absolute_error: 0.4578, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.7888,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618850, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618850, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618936, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618850, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.797, kappa: 0.5922, kb_relative_information_score: 532581.8945, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7969, predictive_accuracy: 0.797, prior_entropy: 1, recall: 0.797, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3906, root_relative_squared_error: 0.7812,
Joaquin Vanschoren 8 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.753, kappa: 0.5078, kb_relative_information_score: 342028.3625, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7587, predictive_accuracy: 0.753, prior_entropy: 1, recall: 0.753, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4087, root_relative_squared_error: 0.8174,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.721, kappa: 0.4409, kb_relative_information_score: 449806, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7249, prior_entropy: 1, recall: 0.7249, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5245, root_relative_squared_error: 1.049,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.7551, kappa: 0.5078, kb_relative_information_score: 364029.671, mean_absolute_error: 0.3334, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7551, predictive_accuracy: 0.7554, prior_entropy: 1, recall: 0.7554, relative_absolute_error: 0.6668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.829,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922,
Jan van Rijn 8 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.8058, kappa: 0.6138, kb_relative_information_score: 611828, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8141, predictive_accuracy: 0.8059, prior_entropy: 1, recall: 0.8059, relative_absolute_error: 0.3882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4406, root_relative_squared_error: 0.8811,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618852, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618974, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.8078, kappa: 0.6136, kb_relative_information_score: 615814, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8078, predictive_accuracy: 0.8079, prior_entropy: 1, recall: 0.8079, relative_absolute_error: 0.3842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4383, root_relative_squared_error: 0.8766,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.807, f_measure: 0.8083, kappa: 0.6148, kb_relative_information_score: 616972, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8084, predictive_accuracy: 0.8085, prior_entropy: 1, recall: 0.8085, relative_absolute_error: 0.383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4376, root_relative_squared_error: 0.8752,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.7973, kappa: 0.5928, kb_relative_information_score: 561440.6745, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7973, predictive_accuracy: 0.7974, prior_entropy: 1, recall: 0.7974, relative_absolute_error: 0.4434, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.7979,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8436, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 577634.4071, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.8104,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, f_measure: 0.8, kappa: 0.5981, kb_relative_information_score: 600504, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8003, prior_entropy: 1, recall: 0.8003, relative_absolute_error: 0.3995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4469, root_relative_squared_error: 0.8939,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.8096, kappa: 0.6174, kb_relative_information_score: 619614, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8097, predictive_accuracy: 0.8098, prior_entropy: 1, recall: 0.8098, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.8722,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8388, kappa: 0.676, kb_relative_information_score: 503608.6017, mean_absolute_error: 0.2679, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8394, predictive_accuracy: 0.8391, prior_entropy: 1, recall: 0.8391, relative_absolute_error: 0.5357, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.687,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7657, f_measure: 0.7665, kappa: 0.5311, kb_relative_information_score: 532880, mean_absolute_error: 0.2336, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7666, predictive_accuracy: 0.7664, prior_entropy: 1, recall: 0.7664, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4833, root_relative_squared_error: 0.9666,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7657, f_measure: 0.7665, kappa: 0.5311, kb_relative_information_score: 532880, mean_absolute_error: 0.2336, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7666, predictive_accuracy: 0.7664, prior_entropy: 1, recall: 0.7664, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4833, root_relative_squared_error: 0.9666,
Jan van Rijn 8 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8037, f_measure: 0.8005, kappa: 0.6025, kb_relative_information_score: 600992, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8067, predictive_accuracy: 0.8005, prior_entropy: 1, recall: 0.8005, relative_absolute_error: 0.399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4467, root_relative_squared_error: 0.8933,
Jan van Rijn 8 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8011, kappa: 0.6039, kb_relative_information_score: 552090.5948, mean_absolute_error: 0.231, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8078, predictive_accuracy: 0.8011, prior_entropy: 1, recall: 0.8011, relative_absolute_error: 0.462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7928,
Jan van Rijn 8 years ago
ran flow moa.StackingAttempt_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.8052, kappa: 0.6104, kb_relative_information_score: 605588.6935, mean_absolute_error: 0.1977, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8081, predictive_accuracy: 0.805, prior_entropy: 1, recall: 0.805, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.8483,
Jan van Rijn 8 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.2978, kappa: -0, kb_relative_information_score: -9340.2222, mean_absolute_error: 0.5034, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, recall: 0.4675, relative_absolute_error: 1.0068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5061, root_relative_squared_error: 1.0122,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3701, kappa: -0, kb_relative_information_score: 5945.5761, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4654, predictive_accuracy: 0.5325, prior_entropy: 1, recall: 0.5325, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979,
Joaquin Vanschoren 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5021, kappa: -0.0001, kb_relative_information_score: 4142, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5021, predictive_accuracy: 0.5021, prior_entropy: 1, recall: 0.5021, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7056, root_relative_squared_error: 1.4113,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.7834, kappa: 0.5648, kb_relative_information_score: 434310.2745, mean_absolute_error: 0.2969, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7834, predictive_accuracy: 0.7834, prior_entropy: 1, recall: 0.7834, relative_absolute_error: 0.5939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3894, root_relative_squared_error: 0.7787,
Jan van Rijn 8 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618852, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 8 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, f_measure: 0.807, kappa: 0.6163, kb_relative_information_score: 614182, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8159, predictive_accuracy: 0.8071, prior_entropy: 1, recall: 0.8071, relative_absolute_error: 0.3858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4392, root_relative_squared_error: 0.8784,
Joaquin Vanschoren 8 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 539831.4143, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.4814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7694,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618980, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8729,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, f_measure: 0.8, kappa: 0.598, kb_relative_information_score: 600432, mean_absolute_error: 0.1998, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.3996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.447, root_relative_squared_error: 0.8939,
Jan van Rijn 8 years ago
ran flow moa.StackingAttempt_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.8122, kappa: 0.6237, kb_relative_information_score: 559214.994, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8135, predictive_accuracy: 0.812, prior_entropy: 1, recall: 0.812, relative_absolute_error: 0.4573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7935,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.8096, kappa: 0.6174, kb_relative_information_score: 619570, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8097, predictive_accuracy: 0.8098, prior_entropy: 1, recall: 0.8098, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.8723,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 599914, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8945,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, f_measure: 0.7997, kappa: 0.5974, kb_relative_information_score: 599820, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.7999, prior_entropy: 1, recall: 0.7999, relative_absolute_error: 0.4002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8946,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, f_measure: 0.7997, kappa: 0.5974, kb_relative_information_score: 599812, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.7999, prior_entropy: 1, recall: 0.7999, relative_absolute_error: 0.4002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8946,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, f_measure: 0.788, kappa: 0.579, kb_relative_information_score: 577128, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7978, predictive_accuracy: 0.7882, prior_entropy: 1, recall: 0.7882, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4054, root_relative_squared_error: 0.8108,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.7973, kappa: 0.5928, kb_relative_information_score: 560578.727, mean_absolute_error: 0.2221, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7973, predictive_accuracy: 0.7974, prior_entropy: 1, recall: 0.7974, relative_absolute_error: 0.4442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3995, root_relative_squared_error: 0.799,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.797, kappa: 0.5922, kb_relative_information_score: 535771.1939, mean_absolute_error: 0.2378, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7969, predictive_accuracy: 0.797, prior_entropy: 1, recall: 0.797, relative_absolute_error: 0.4756, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3897, root_relative_squared_error: 0.7794,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6167, kb_relative_information_score: 618866, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8731,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618970, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8202, kappa: 0.6385, kb_relative_information_score: 499366.0823, mean_absolute_error: 0.2676, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8204, predictive_accuracy: 0.8204, prior_entropy: 1, recall: 0.8204, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.7195,
Jan van Rijn 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.8062, kappa: 0.6105, kb_relative_information_score: 529250.4941, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8063, predictive_accuracy: 0.8064, prior_entropy: 1, recall: 0.8064, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.7773,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7917, kappa: 0.5814, kb_relative_information_score: 583816, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7918, predictive_accuracy: 0.7919, prior_entropy: 1, recall: 0.7919, relative_absolute_error: 0.4162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4562, root_relative_squared_error: 0.9123,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7917, kappa: 0.5814, kb_relative_information_score: 583816, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7918, predictive_accuracy: 0.7919, prior_entropy: 1, recall: 0.7919, relative_absolute_error: 0.4162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4562, root_relative_squared_error: 0.9123,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7917, kappa: 0.5814, kb_relative_information_score: 583816, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7918, predictive_accuracy: 0.7919, prior_entropy: 1, recall: 0.7919, relative_absolute_error: 0.4162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4562, root_relative_squared_error: 0.9123,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.7988, kappa: 0.5955, kb_relative_information_score: 597966, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7989, predictive_accuracy: 0.799, prior_entropy: 1, recall: 0.799, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4483, root_relative_squared_error: 0.8967,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.7988, kappa: 0.5957, kb_relative_information_score: 598118, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7989, predictive_accuracy: 0.7991, prior_entropy: 1, recall: 0.7991, relative_absolute_error: 0.4019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4483, root_relative_squared_error: 0.8965,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.8251, kappa: 0.6484, kb_relative_information_score: 503908.1386, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8254, predictive_accuracy: 0.8254, prior_entropy: 1, recall: 0.8254, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7077,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.7987, kappa: 0.5955, kb_relative_information_score: 597904, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7988, predictive_accuracy: 0.799, prior_entropy: 1, recall: 0.799, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4484, root_relative_squared_error: 0.8968,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.8357, kappa: 0.6697, kb_relative_information_score: 505092.8143, mean_absolute_error: 0.2663, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8362, predictive_accuracy: 0.836, prior_entropy: 1, recall: 0.836, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.6918,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.8246, kappa: 0.6473, kb_relative_information_score: 503501.8756, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8248, predictive_accuracy: 0.8248, prior_entropy: 1, recall: 0.8248, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.7098,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.8103, kappa: 0.6188, kb_relative_information_score: 475259.9684, mean_absolute_error: 0.2794, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8105, predictive_accuracy: 0.8106, prior_entropy: 1, recall: 0.8106, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3658, root_relative_squared_error: 0.7316,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8106, kappa: 0.6193, kb_relative_information_score: 475430.2704, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8108, predictive_accuracy: 0.8109, prior_entropy: 1, recall: 0.8109, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.7312,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.8246, kappa: 0.6473, kb_relative_information_score: 503501.8756, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8248, predictive_accuracy: 0.8248, prior_entropy: 1, recall: 0.8248, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.7098,
Joaquin Vanschoren 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.7987, kappa: 0.5955, kb_relative_information_score: 502728.2161, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7988, predictive_accuracy: 0.799, prior_entropy: 1, recall: 0.799, relative_absolute_error: 0.5216, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7935,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8106, kappa: 0.6192, kb_relative_information_score: 475423.2911, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8107, predictive_accuracy: 0.8108, prior_entropy: 1, recall: 0.8108, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.7313,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.826, kappa: 0.6503, kb_relative_information_score: 503702.6071, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8263, predictive_accuracy: 0.8263, prior_entropy: 1, recall: 0.8263, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.7061,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 599930, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8945,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.7747, kappa: 0.5474, kb_relative_information_score: 549442, mean_absolute_error: 0.2253, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7747, predictive_accuracy: 0.7747, prior_entropy: 1, recall: 0.7747, relative_absolute_error: 0.4506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4746, root_relative_squared_error: 0.9493,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.7988, kappa: 0.5957, kb_relative_information_score: 598110, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7989, predictive_accuracy: 0.7991, prior_entropy: 1, recall: 0.7991, relative_absolute_error: 0.4019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4483, root_relative_squared_error: 0.8965,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.7987, kappa: 0.5955, kb_relative_information_score: 597904, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7988, predictive_accuracy: 0.799, prior_entropy: 1, recall: 0.799, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4484, root_relative_squared_error: 0.8968,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8386, kappa: 0.6754, kb_relative_information_score: 506228.6798, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8389, prior_entropy: 1, recall: 0.8389, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7898, f_measure: 0.7912, kappa: 0.5804, kb_relative_information_score: 582670, mean_absolute_error: 0.2087, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7912, predictive_accuracy: 0.7913, prior_entropy: 1, recall: 0.7913, relative_absolute_error: 0.4173, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4568, root_relative_squared_error: 0.9136,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8386, kappa: 0.6754, kb_relative_information_score: 506228.6798, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8389, prior_entropy: 1, recall: 0.8389, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8386, kappa: 0.6754, kb_relative_information_score: 506228.6798, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8389, prior_entropy: 1, recall: 0.8389, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8386, kappa: 0.6754, kb_relative_information_score: 506228.6798, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8389, prior_entropy: 1, recall: 0.8389, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7904, f_measure: 0.7918, kappa: 0.5816, kb_relative_information_score: 583980, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7918, predictive_accuracy: 0.792, prior_entropy: 1, recall: 0.792, relative_absolute_error: 0.416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9122,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8269, kappa: 0.652, kb_relative_information_score: 504302.3405, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8272, predictive_accuracy: 0.8272, prior_entropy: 1, recall: 0.8272, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.7044,