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Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5928, f_measure: 0.5921, kappa: 0.1854, kb_relative_information_score: 536966.9674, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5909, predictive_accuracy: 0.5933, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5933, relative_absolute_error: 0.5083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4033, root_relative_squared_error: 1.0083, run_cpu_time: 6.0737,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.8716, kappa: 0.7461, kb_relative_information_score: 406148.3223, mean_absolute_error: 0.2455, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8707, predictive_accuracy: 0.8736, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8736, relative_absolute_error: 0.7672, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.812, run_cpu_time: 10.2916,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3804, kb_relative_information_score: 477857.5304, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2932, predictive_accuracy: 0.5414, prior_entropy: 2.3219, ram_hours: 0.0014, recall: 0.5414, relative_absolute_error: 0.5732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4283, root_relative_squared_error: 1.0707, run_cpu_time: 64.631,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4981, kappa: -0.0017, kb_relative_information_score: 428473.2764, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4981, predictive_accuracy: 0.4981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4981, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4481, root_relative_squared_error: 1.1202, run_cpu_time: 6.0516,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, f_measure: 0.737, kappa: 0.4762, kb_relative_information_score: 702628.7025, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7352, predictive_accuracy: 0.7388, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7388, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.808, run_cpu_time: 5.7854,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8456, kappa: 0.694, kb_relative_information_score: 808275.9699, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8457, predictive_accuracy: 0.8486, prior_entropy: 2.3219, ram_hours: 0.0008, recall: 0.8486, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.5257, run_cpu_time: 5424.1749,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.855, kappa: 0.713, kb_relative_information_score: 766826.7175, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8539, predictive_accuracy: 0.8569, prior_entropy: 2.3219, ram_hours: 0.08, recall: 0.8569, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.5338, run_cpu_time: 3566.9864,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.8802, kappa: 0.7631, kb_relative_information_score: 844478.3643, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.882, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.882, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.4697, run_cpu_time: 99.74,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 843289.0453, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8797, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8797, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785, run_cpu_time: 19.0981,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.887, kappa: 0.777, kb_relative_information_score: 848884.3238, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8861, predictive_accuracy: 0.8889, prior_entropy: 2.3219, ram_hours: 0.0018, recall: 0.8889, relative_absolute_error: 0.2057, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.4537, run_cpu_time: 184.264,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.8804, kappa: 0.7636, kb_relative_information_score: 755554.8228, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8822, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8822, relative_absolute_error: 0.3774, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.5303, run_cpu_time: 93.8948,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.8646, kappa: 0.7328, kb_relative_information_score: 841015.7389, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8625, predictive_accuracy: 0.8667, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8667, relative_absolute_error: 0.201, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2014, root_relative_squared_error: 0.5035, run_cpu_time: 30.9903,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.848, kappa: 0.6988, kb_relative_information_score: 763279.7164, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8469, predictive_accuracy: 0.8497, prior_entropy: 2.3219, ram_hours: 0.0193, recall: 0.8497, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.5419, run_cpu_time: 485.75,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8792, kappa: 0.7609, kb_relative_information_score: 843601.8807, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8782, predictive_accuracy: 0.8808, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8808, relative_absolute_error: 0.2063, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.4773, run_cpu_time: 29.2658,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.7568, kappa: 0.5152, kb_relative_information_score: 730337.989, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.756, predictive_accuracy: 0.7599, prior_entropy: 2.3219, ram_hours: 0.0086, recall: 0.7599, relative_absolute_error: 0.3684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.249, root_relative_squared_error: 0.6226, run_cpu_time: 372.335,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.8451, kappa: 0.6929, kb_relative_information_score: 808204.1787, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8455, predictive_accuracy: 0.8481, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8481, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.5259, run_cpu_time: 242.0556,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8663, kappa: 0.7355, kb_relative_information_score: 840737.7791, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8653, predictive_accuracy: 0.868, prior_entropy: 2.3219, ram_hours: 0, recall: 0.868, relative_absolute_error: 0.2024, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4977, run_cpu_time: 19.5818,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.7552, kappa: 0.5126, kb_relative_information_score: 723078.5325, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7533, predictive_accuracy: 0.7572, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7572, relative_absolute_error: 0.3039, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3116, root_relative_squared_error: 0.779, run_cpu_time: 5.773,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 843289.0453, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8797, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8797, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785, run_cpu_time: 19.7135,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3804, kb_relative_information_score: 477857.5304, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2932, predictive_accuracy: 0.5414, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5414, relative_absolute_error: 0.5732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4283, root_relative_squared_error: 1.0707, run_cpu_time: 7.74,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.8803, kappa: 0.7634, kb_relative_information_score: 844575.1968, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8794, predictive_accuracy: 0.8821, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8821, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.469, run_cpu_time: 117.14,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3804, kappa: 0, kb_relative_information_score: 565154.9173, mean_absolute_error: 0.2004, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5137, predictive_accuracy: 0.5414, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5414, relative_absolute_error: 0.6263, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.7914, run_cpu_time: 15.7926,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8127, kappa: 0.6276, kb_relative_information_score: 762518.3118, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8126, predictive_accuracy: 0.8155, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8155, relative_absolute_error: 0.3014, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.6054, run_cpu_time: 8.1385,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8272, kappa: 0.6571, kb_relative_information_score: 769882.0891, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8259, predictive_accuracy: 0.8294, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8294, relative_absolute_error: 0.3114, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.5616, run_cpu_time: 16.28,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8219, f_measure: 0.8308, kappa: 0.6644, kb_relative_information_score: 793312.3193, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8289, predictive_accuracy: 0.8332, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8332, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.6238, run_cpu_time: 7.5194,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3804, kb_relative_information_score: 477373.3374, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2932, predictive_accuracy: 0.5414, prior_entropy: 2.3219, ram_hours: 0.0013, recall: 0.5414, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4283, root_relative_squared_error: 1.0706, run_cpu_time: 49.0012,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8762, kappa: 0.7553, kb_relative_information_score: 842221.6107, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8756, predictive_accuracy: 0.8783, prior_entropy: 2.3219, recall: 0.8783, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.5056,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8687, kappa: 0.7404, kb_relative_information_score: 839704.8161, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8706, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.5093,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.8781, kappa: 0.7588, kb_relative_information_score: 863161.9721, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8798, prior_entropy: 2.3219, recall: 0.8798, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5481,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.8781, kappa: 0.7588, kb_relative_information_score: 863161.9721, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8798, prior_entropy: 2.3219, recall: 0.8798, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5481,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.8781, kappa: 0.7588, kb_relative_information_score: 863161.9721, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8798, prior_entropy: 2.3219, recall: 0.8798, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5481,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.8781, kappa: 0.7588, kb_relative_information_score: 863160.8334, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8798, prior_entropy: 2.3219, recall: 0.8798, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5481,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863016.2253, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8686, kappa: 0.7403, kb_relative_information_score: 797092.3441, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.281, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.5335,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8686, kappa: 0.7403, kb_relative_information_score: 797092.3441, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.281, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.5335,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, f_measure: 0.737, kappa: 0.4762, kb_relative_information_score: 702628.7025, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7352, predictive_accuracy: 0.7388, prior_entropy: 2.3219, recall: 0.7388, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.808,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 843289.0453, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 843289.0453, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8272, kappa: 0.6571, kb_relative_information_score: 769882.0891, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8259, predictive_accuracy: 0.8294, prior_entropy: 2.3219, recall: 0.8294, relative_absolute_error: 0.3114, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.5616,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 864822.588, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.5259,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.8763, kappa: 0.7554, kb_relative_information_score: 861824.1478, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8756, predictive_accuracy: 0.8783, prior_entropy: 2.3219, recall: 0.8783, relative_absolute_error: 0.1681, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.5085,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863021.9185, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 862921.7176, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5486,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3804, kb_relative_information_score: 477857.5304, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2932, predictive_accuracy: 0.5414, prior_entropy: 2.3219, recall: 0.5414, relative_absolute_error: 0.5732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4283, root_relative_squared_error: 1.0707,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5932, f_measure: 0.5919, kappa: 0.1847, kb_relative_information_score: 536923.7974, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5905, predictive_accuracy: 0.5933, prior_entropy: 2.3219, recall: 0.5933, relative_absolute_error: 0.5084, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4032, root_relative_squared_error: 1.0081,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3804, kappa: 0, kb_relative_information_score: 565154.9173, mean_absolute_error: 0.2004, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5137, predictive_accuracy: 0.5414, prior_entropy: 2.3219, recall: 0.5414, relative_absolute_error: 0.6263, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.7914,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4981, kappa: -0.0017, kb_relative_information_score: 428473.2764, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4981, predictive_accuracy: 0.4981, prior_entropy: 2.3219, recall: 0.4981, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4481, root_relative_squared_error: 1.1202,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863011.6707, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 863054.9393, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5483,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.8808, kappa: 0.7647, kb_relative_information_score: 866708.8571, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.88, predictive_accuracy: 0.8829, prior_entropy: 2.3219, recall: 0.8829, relative_absolute_error: 0.1463, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.541,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 862910.3311, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.5486,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 862919.4403, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5486,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.8779, kappa: 0.7584, kb_relative_information_score: 862859.092, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.5487,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.873, kappa: 0.7487, kb_relative_information_score: 864767.1368, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8739, predictive_accuracy: 0.8754, prior_entropy: 2.3219, recall: 0.8754, relative_absolute_error: 0.1577, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.526,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.876, kappa: 0.7552, kb_relative_information_score: 861699.3435, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8756, predictive_accuracy: 0.8783, prior_entropy: 2.3219, recall: 0.8783, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.5087,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.8688, kappa: 0.7405, kb_relative_information_score: 814449.0725, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8708, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.2545, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.206, root_relative_squared_error: 0.5149,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863009.3934, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.881, kappa: 0.7651, kb_relative_information_score: 866995.7961, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8803, predictive_accuracy: 0.8832, prior_entropy: 2.3219, recall: 0.8832, relative_absolute_error: 0.146, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.5404,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.8806, kappa: 0.7644, kb_relative_information_score: 866581.3287, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.8828, prior_entropy: 2.3219, recall: 0.8828, relative_absolute_error: 0.1465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.5412,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.881, f_measure: 0.8805, kappa: 0.7641, kb_relative_information_score: 866446.9683, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8827, prior_entropy: 2.3219, recall: 0.8827, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.5415,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7586, kb_relative_information_score: 863028.7504, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.8808, kappa: 0.7647, kb_relative_information_score: 866709.9958, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.88, predictive_accuracy: 0.8829, prior_entropy: 2.3219, recall: 0.8829, relative_absolute_error: 0.1463, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.541,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.8806, kappa: 0.764, kb_relative_information_score: 844452.3048, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2082, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.4685,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8805, kappa: 0.7639, kb_relative_information_score: 844424.4339, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8753, kappa: 0.7537, kb_relative_information_score: 797594.327, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8742, predictive_accuracy: 0.8777, prior_entropy: 2.3219, recall: 0.8777, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4976,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.8877, kappa: 0.7786, kb_relative_information_score: 849467.8095, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8869, predictive_accuracy: 0.8897, prior_entropy: 2.3219, recall: 0.8897, relative_absolute_error: 0.2054, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4517,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.8737, kappa: 0.7501, kb_relative_information_score: 858217.9673, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8728, predictive_accuracy: 0.8755, prior_entropy: 2.3219, recall: 0.8755, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.5579,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.8738, kappa: 0.7503, kb_relative_information_score: 858291.9794, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8728, predictive_accuracy: 0.8755, prior_entropy: 2.3219, recall: 0.8755, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.5578,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8773, kappa: 0.7572, kb_relative_information_score: 862195.2609, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5501,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8773, kappa: 0.7572, kb_relative_information_score: 862187.2903, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5501,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.8806, kappa: 0.764, kb_relative_information_score: 844452.3048, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2082, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.4685,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.8731, kappa: 0.7489, kb_relative_information_score: 857539.3338, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8722, predictive_accuracy: 0.8749, prior_entropy: 2.3219, recall: 0.8749, relative_absolute_error: 0.1564, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.5593,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.8874, kappa: 0.7778, kb_relative_information_score: 849523.7793, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8865, predictive_accuracy: 0.8893, prior_entropy: 2.3219, recall: 0.8893, relative_absolute_error: 0.2049, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4527,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8802, kappa: 0.7633, kb_relative_information_score: 844076.2384, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8793, predictive_accuracy: 0.882, prior_entropy: 2.3219, recall: 0.882, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.188, root_relative_squared_error: 0.47,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8773, kappa: 0.7572, kb_relative_information_score: 843539.6191, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.2058, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.4793,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.875, kappa: 0.753, kb_relative_information_score: 797416.5256, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8739, predictive_accuracy: 0.8773, prior_entropy: 2.3219, recall: 0.8773, relative_absolute_error: 0.2981, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.4986,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8754, kappa: 0.7539, kb_relative_information_score: 797610.1567, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8743, predictive_accuracy: 0.8778, prior_entropy: 2.3219, recall: 0.8778, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.199, root_relative_squared_error: 0.4976,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8753, kappa: 0.7536, kb_relative_information_score: 797581.3512, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8742, predictive_accuracy: 0.8777, prior_entropy: 2.3219, recall: 0.8777, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4977,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8802, kappa: 0.7633, kb_relative_information_score: 844076.2384, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8793, predictive_accuracy: 0.882, prior_entropy: 2.3219, recall: 0.882, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.188, root_relative_squared_error: 0.47,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8784, kappa: 0.7594, kb_relative_information_score: 843848.7966, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8801, prior_entropy: 2.3219, recall: 0.8801, relative_absolute_error: 0.2058, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.4776,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8802, kappa: 0.7633, kb_relative_information_score: 844076.2384, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8793, predictive_accuracy: 0.882, prior_entropy: 2.3219, recall: 0.882, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.188, root_relative_squared_error: 0.47,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 862921.7176, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5486,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8805, kappa: 0.7639, kb_relative_information_score: 844396.0878, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2082, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.4685,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.8611, kappa: 0.7247, kb_relative_information_score: 843984.8813, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8601, predictive_accuracy: 0.863, prior_entropy: 2.3219, recall: 0.863, relative_absolute_error: 0.1713, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.5853,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8773, kappa: 0.7572, kb_relative_information_score: 862172.4879, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5501,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8772, kappa: 0.757, kb_relative_information_score: 862089.3667, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8762, predictive_accuracy: 0.8789, prior_entropy: 2.3219, recall: 0.8789, relative_absolute_error: 0.1514, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.5503,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.8737, kappa: 0.7501, kb_relative_information_score: 858217.9673, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8728, predictive_accuracy: 0.8755, prior_entropy: 2.3219, recall: 0.8755, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.5579,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.87, kappa: 0.7426, kb_relative_information_score: 854026.6081, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8718, prior_entropy: 2.3219, recall: 0.8718, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.5661,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8773, kappa: 0.7572, kb_relative_information_score: 862172.4879, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5501,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.8506, kappa: 0.7037, kb_relative_information_score: 832099.6851, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8497, predictive_accuracy: 0.8525, prior_entropy: 2.3219, recall: 0.8525, relative_absolute_error: 0.1843, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.6072,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8805, kappa: 0.7639, kb_relative_information_score: 844424.4339, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.8738, kappa: 0.7502, kb_relative_information_score: 858240.7402, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8728, predictive_accuracy: 0.8755, prior_entropy: 2.3219, recall: 0.8755, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.5579,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8802, kappa: 0.7633, kb_relative_information_score: 844076.2383, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8793, predictive_accuracy: 0.882, prior_entropy: 2.3219, recall: 0.882, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.188, root_relative_squared_error: 0.47,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8802, kappa: 0.7631, kb_relative_information_score: 844035.8733, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.882, prior_entropy: 2.3219, recall: 0.882, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.4697,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8805, kappa: 0.7639, kb_relative_information_score: 844396.0878, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2082, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.4685,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8781, kappa: 0.7588, kb_relative_information_score: 863136.9218, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8798, prior_entropy: 2.3219, recall: 0.8798, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5482,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.8689, kappa: 0.741, kb_relative_information_score: 817526.3086, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8721, predictive_accuracy: 0.8719, prior_entropy: 2.3219, recall: 0.8719, relative_absolute_error: 0.254, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.5028,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.8761, kappa: 0.7556, kb_relative_information_score: 836181.5731, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.876, predictive_accuracy: 0.8784, prior_entropy: 2.3219, recall: 0.8784, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.494,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.8765, kappa: 0.7557, kb_relative_information_score: 861744.3872, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8784, prior_entropy: 2.3219, recall: 0.8784, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.508,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 862920.5789, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5486,