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Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0015, f_measure: 0.176, kappa: -0.0126, kb_relative_information_score: -387.5076, mean_absolute_error: 0.7121, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1187, predictive_accuracy: 0.3403, prior_entropy: 1, ram_hours: 0, recall: 0.3403, relative_absolute_error: 1.4242, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8175, root_relative_squared_error: 1.635, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.7962, kappa: 0.5404, kb_relative_information_score: 639.864, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.8555, predictive_accuracy: 0.8173, prior_entropy: 1, ram_hours: 0, recall: 0.8173, relative_absolute_error: 0.3228, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3786, root_relative_squared_error: 0.7573, run_cpu_time: 0.0065,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.516, kappa: -0.0021, kb_relative_information_score: 292, mean_absolute_error: 0.3476, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.4268, predictive_accuracy: 0.6524, prior_entropy: 1, recall: 0.6524, relative_absolute_error: 0.6952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5896, root_relative_squared_error: 1.1792,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, ram_hours: 0, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0077,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.6585, kappa: 0.2531, kb_relative_information_score: 478.9936, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.8015, predictive_accuracy: 0.7244, prior_entropy: 1, ram_hours: 0, recall: 0.7244, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4335, root_relative_squared_error: 0.8669, run_cpu_time: 0.0051,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, kb_relative_information_score: -294, mean_absolute_error: 0.6534, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, recall: 0.3466, relative_absolute_error: 1.3069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8084, root_relative_squared_error: 1.6167, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 933.3201, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 1, recall: 0.9896, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.1813, run_cpu_time: 0.11,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.6585, kappa: 0.2531, kb_relative_information_score: 478.9936, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.8015, predictive_accuracy: 0.7244, prior_entropy: 1, recall: 0.7244, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4335, root_relative_squared_error: 0.8669, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.8973, kappa: 0.7683, kb_relative_information_score: 695.9861, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.9139, predictive_accuracy: 0.9019, prior_entropy: 1, recall: 0.9019, relative_absolute_error: 0.2851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2668, root_relative_squared_error: 0.5336, run_cpu_time: 2.3,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.6725, kappa: 0.2808, kb_relative_information_score: 483.6863, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.8062, predictive_accuracy: 0.7328, prior_entropy: 1, recall: 0.7328, relative_absolute_error: 0.4849, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.431, root_relative_squared_error: 0.8621, run_cpu_time: 0.04,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4322, f_measure: 0.1764, kappa: -0.0105, kb_relative_information_score: -323.8127, mean_absolute_error: 0.6704, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1189, predictive_accuracy: 0.3413, prior_entropy: 1, recall: 0.3413, relative_absolute_error: 1.3407, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8131, root_relative_squared_error: 1.6262, run_cpu_time: 0.1,
Joaquin Vanschoren 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.516, kappa: -0.0021, kb_relative_information_score: 411.8112, mean_absolute_error: 0.2746, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.4268, predictive_accuracy: 0.6524, prior_entropy: 1, recall: 0.6524, relative_absolute_error: 0.5492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4717, root_relative_squared_error: 0.9434, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.516, kappa: -0.0021, kb_relative_information_score: 292, mean_absolute_error: 0.3476, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.4268, predictive_accuracy: 0.6524, prior_entropy: 1, recall: 0.6524, relative_absolute_error: 0.6952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5896, root_relative_squared_error: 1.1792, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.6513, kappa: 0.2392, kb_relative_information_score: 475.4823, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.7992, predictive_accuracy: 0.7203, prior_entropy: 1, recall: 0.7203, relative_absolute_error: 0.4925, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4359, root_relative_squared_error: 0.8719, run_cpu_time: 0.1,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, ram_hours: 0, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.6585, kappa: 0.2531, kb_relative_information_score: 478.9936, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.8015, predictive_accuracy: 0.7244, prior_entropy: 1, recall: 0.7244, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4335, root_relative_squared_error: 0.8669, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.8519, kappa: 0.665, kb_relative_information_score: 640.5721, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.8851, predictive_accuracy: 0.8622, prior_entropy: 1, ram_hours: 0, recall: 0.8622, relative_absolute_error: 0.3367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.6246, run_cpu_time: 0.05,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, kb_relative_information_score: -294, mean_absolute_error: 0.6534, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, ram_hours: 0, recall: 0.3466, relative_absolute_error: 1.3069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8084, root_relative_squared_error: 1.6167, run_cpu_time: 0.0044,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 954, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 1, ram_hours: 0, recall: 0.9979, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0457, root_relative_squared_error: 0.0914, run_cpu_time: 0.0037,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.516, kappa: -0.0021, kb_relative_information_score: 400.799, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.4268, predictive_accuracy: 0.6524, prior_entropy: 1, ram_hours: 0, recall: 0.6524, relative_absolute_error: 0.5585, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4773, root_relative_squared_error: 0.9546, run_cpu_time: 0.0042,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, ram_hours: 0, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.008,
Joaquin Vanschoren 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.7976, kappa: 0.5434, kb_relative_information_score: 596.1191, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.8562, predictive_accuracy: 0.8184, prior_entropy: 1, recall: 0.8184, relative_absolute_error: 0.3757, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.342, root_relative_squared_error: 0.6841, run_cpu_time: 0.36,