Run
ID's
Sort: best match
28 results
Filter results by:
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.3361, kappa: 0.315, kb_relative_information_score: 378572.8234, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3396, predictive_accuracy: 0.3414, prior_entropy: 4.7004, recall: 0.3414, relative_absolute_error: 0.7985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.177, root_relative_squared_error: 0.9204,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0028, kb_relative_information_score: 26819.2737, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0384, prior_entropy: 4.7004, recall: 0.0384, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.4203, kappa: 0.3985, kb_relative_information_score: 460150.3708, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4223, predictive_accuracy: 0.4217, prior_entropy: 4.7004, recall: 0.4217, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.878,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.4227, kappa: 0.4011, kb_relative_information_score: 461351.4265, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4248, predictive_accuracy: 0.4242, prior_entropy: 4.7004, recall: 0.4242, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.8754,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5999, f_measure: 0.0689, kappa: 0.0331, kb_relative_information_score: 91466.0364, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.069, predictive_accuracy: 0.0704, prior_entropy: 4.7004, recall: 0.0704, relative_absolute_error: 0.962, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2421, root_relative_squared_error: 1.2588,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0028, kb_relative_information_score: 26819.2737, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0384, prior_entropy: 4.7004, recall: 0.0384, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5128, f_measure: 0.0083, kappa: 0.0031, kb_relative_information_score: 40535.6367, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0342, predictive_accuracy: 0.0414, prior_entropy: 4.7004, recall: 0.0414, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2665, root_relative_squared_error: 1.3858,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6304, f_measure: 0.065, kappa: 0.0352, kb_relative_information_score: 74383.0309, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0692, predictive_accuracy: 0.0728, prior_entropy: 4.7004, recall: 0.0728, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.9954,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0038, kappa: 0.0004, kb_relative_information_score: 28085.4016, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3281, predictive_accuracy: 0.0396, prior_entropy: 4.7004, recall: 0.0396, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4132,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0045, kappa: 0.0002, kb_relative_information_score: 27092.2574, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0035, predictive_accuracy: 0.0386, prior_entropy: 4.7004, recall: 0.0386, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4136,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8493, f_measure: 0.3799, kappa: 0.3598, kb_relative_information_score: 390508.6806, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3801, predictive_accuracy: 0.3845, prior_entropy: 4.7004, recall: 0.3845, relative_absolute_error: 0.8188, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.8907,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2891, kappa: 0.2576, kb_relative_information_score: 346585.0641, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3143, predictive_accuracy: 0.2862, prior_entropy: 4.7004, recall: 0.2862, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.9486,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8313, f_measure: 0.3316, kappa: 0.3065, kb_relative_information_score: 415722.0376, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3304, predictive_accuracy: 0.3332, prior_entropy: 4.7004, recall: 0.3332, relative_absolute_error: 0.7903, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.8991,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0045, kappa: 0.0002, kb_relative_information_score: 27019.6572, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0035, predictive_accuracy: 0.0386, prior_entropy: 4.7004, recall: 0.0386, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4141,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.3393, kappa: 0.3147, kb_relative_information_score: 142304.7777, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3394, predictive_accuracy: 0.3411, prior_entropy: 4.7004, recall: 0.3411, relative_absolute_error: 0.9763, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.9821,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7813, f_measure: 0.2717, kappa: 0.243, kb_relative_information_score: 318901.5893, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2722, predictive_accuracy: 0.2721, prior_entropy: 4.7004, recall: 0.2721, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.9639,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7632, f_measure: 0.2912, kappa: 0.2599, kb_relative_information_score: 345781.7424, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3126, predictive_accuracy: 0.2883, prior_entropy: 4.7004, recall: 0.2883, relative_absolute_error: 0.8642, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.9479,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.4256, kappa: 0.4038, kb_relative_information_score: 466063.6969, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4273, predictive_accuracy: 0.4267, prior_entropy: 4.7004, recall: 0.4267, relative_absolute_error: 0.6929, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.8779,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0038, kappa: -0, kb_relative_information_score: 28181.6136, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0031, predictive_accuracy: 0.0394, prior_entropy: 4.7004, recall: 0.0394, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2713, root_relative_squared_error: 1.4109,
Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8301, f_measure: 0.3359, kappa: 0.3149, kb_relative_information_score: 378442.4123, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3395, predictive_accuracy: 0.3413, prior_entropy: 4.7004, recall: 0.3413, relative_absolute_error: 0.7987, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.9207,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.2394, kappa: 0.2088, kb_relative_information_score: 292920.0472, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2404, predictive_accuracy: 0.2392, prior_entropy: 4.7004, recall: 0.2392, relative_absolute_error: 0.8596, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.9919,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7711, f_measure: 0.1949, kappa: 0.177, kb_relative_information_score: 232281.5451, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2054, predictive_accuracy: 0.2088, prior_entropy: 4.7004, recall: 0.2088, relative_absolute_error: 0.9251, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.186, root_relative_squared_error: 0.967,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.4516, kappa: 0.4317, kb_relative_information_score: 474701.5446, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.454, predictive_accuracy: 0.4536, prior_entropy: 4.7004, recall: 0.4536, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.8487,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.0049, kappa: -0, kb_relative_information_score: 3697.2466, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0104, predictive_accuracy: 0.0407, prior_entropy: 4.7004, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.4203, kappa: 0.3985, kb_relative_information_score: 460150.3708, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4223, predictive_accuracy: 0.4217, prior_entropy: 4.7004, recall: 0.4217, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.878,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.301, kappa: 0.2737, kb_relative_information_score: 372567.8639, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.301, predictive_accuracy: 0.3017, prior_entropy: 4.7004, recall: 0.3017, relative_absolute_error: 0.8287, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.9188,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0386, kappa: 0.0001, kb_relative_information_score: 27038.8859, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0386, predictive_accuracy: 0.0386, prior_entropy: 4.7004, recall: 0.0386, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4141,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8426, f_measure: 0.3561, kappa: 0.3378, kb_relative_information_score: 364883.7861, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.356, predictive_accuracy: 0.3634, prior_entropy: 4.7004, recall: 0.3634, relative_absolute_error: 0.8358, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.9071,