Task
Supervised Data Stream Classification on BNG(spectf_test)

Supervised Data Stream Classification on BNG(spectf_test)

Task 7279 Supervised Data Stream Classification BNG(spectf_test) 43 runs submitted
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Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5779, f_measure: 0.7032, kappa: 0.0537, kb_relative_information_score: 358674.5477, mean_absolute_error: 0.3306, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6836, predictive_accuracy: 0.7385, prior_entropy: 1, recall: 0.7385, relative_absolute_error: 0.6613, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.8771,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6604, f_measure: 0.7094, kappa: 0.1054, kb_relative_information_score: 393285.1788, mean_absolute_error: 0.3126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6988, predictive_accuracy: 0.7233, prior_entropy: 1, recall: 0.7233, relative_absolute_error: 0.6253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.859,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5528, f_measure: 0.7002, kappa: 0.1095, kb_relative_information_score: 403464.7487, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6992, predictive_accuracy: 0.7011, prior_entropy: 1, recall: 0.7011, relative_absolute_error: 0.5973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5277, root_relative_squared_error: 1.0554,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6687, f_measure: 0.6524, kappa: 0.1676, kb_relative_information_score: 245158.802, mean_absolute_error: 0.3771, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7339, predictive_accuracy: 0.6194, prior_entropy: 1, recall: 0.6194, relative_absolute_error: 0.7542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5135, root_relative_squared_error: 1.0271,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.7011, kappa: 0.0295, kb_relative_information_score: 414484.3822, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.697, predictive_accuracy: 0.7787, prior_entropy: 1, recall: 0.7787, relative_absolute_error: 0.6146, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7925,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6499, f_measure: 0.6902, kappa: 0, kb_relative_information_score: 381831.2287, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7056, predictive_accuracy: 0.7848, prior_entropy: 1, recall: 0.7848, relative_absolute_error: 0.6515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.7971,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5519, f_measure: 0.6887, kappa: 0.0728, kb_relative_information_score: 385476.6384, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6868, predictive_accuracy: 0.6906, prior_entropy: 1, recall: 0.6906, relative_absolute_error: 0.6162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5134, root_relative_squared_error: 1.0268,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.6616, kappa: -0.0017, kb_relative_information_score: 323473.2483, mean_absolute_error: 0.3382, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6617, predictive_accuracy: 0.6616, prior_entropy: 1, recall: 0.6616, relative_absolute_error: 0.6765, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5801, root_relative_squared_error: 1.1601,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5395, f_measure: 0.6963, kappa: 0.1066, kb_relative_information_score: 388462.9784, mean_absolute_error: 0.3058, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6983, predictive_accuracy: 0.6944, prior_entropy: 1, recall: 0.6944, relative_absolute_error: 0.6117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1054,
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(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6903, kappa: -0, kb_relative_information_score: 568480, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6622, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.4315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4645, root_relative_squared_error: 0.929,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, f_measure: 0.6903, kappa: -0, kb_relative_information_score: 416736.5964, mean_absolute_error: 0.3062, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6622, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.6123, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3919, root_relative_squared_error: 0.7838,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5341, f_measure: 0.7043, kappa: 0.0773, kb_relative_information_score: 450170, mean_absolute_error: 0.2749, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.7251, prior_entropy: 1, recall: 0.7251, relative_absolute_error: 0.5498, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0486,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5949, f_measure: 0.7051, kappa: 0.1162, kb_relative_information_score: 398144.8681, mean_absolute_error: 0.3041, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7016, predictive_accuracy: 0.7088, prior_entropy: 1, recall: 0.7088, relative_absolute_error: 0.6082, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5015, root_relative_squared_error: 1.003,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.6923, kappa: -0.0001, kb_relative_information_score: 550972.07, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6622, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4651, root_relative_squared_error: 0.9302,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5145, f_measure: 0.7051, kappa: 0.0416, kb_relative_information_score: 383056.8118, mean_absolute_error: 0.3294, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6965, predictive_accuracy: 0.7748, prior_entropy: 1, recall: 0.7748, relative_absolute_error: 0.6587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4187, root_relative_squared_error: 0.8373,
Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6758, f_measure: 0.6367, kappa: 0.1747, kb_relative_information_score: 218371.2228, mean_absolute_error: 0.3893, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7441, predictive_accuracy: 0.6012, prior_entropy: 1, recall: 0.6012, relative_absolute_error: 0.7786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5313, root_relative_squared_error: 1.0626,
Jan van Rijn 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6495, f_measure: 0.6902, kappa: 0, kb_relative_information_score: 381751.2414, mean_absolute_error: 0.3258, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7056, predictive_accuracy: 0.7848, prior_entropy: 1, recall: 0.7848, relative_absolute_error: 0.6516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.7972,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7451, f_measure: 0.6908, kappa: 0.0017, kb_relative_information_score: 428232.6584, mean_absolute_error: 0.3002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7346, predictive_accuracy: 0.7849, prior_entropy: 1, recall: 0.7849, relative_absolute_error: 0.6003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3858, root_relative_squared_error: 0.7717,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6643, f_measure: 0.6904, kappa: -0.0062, kb_relative_information_score: 421242.8349, mean_absolute_error: 0.2986, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6568, predictive_accuracy: 0.7653, prior_entropy: 1, recall: 0.7653, relative_absolute_error: 0.5972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4148, root_relative_squared_error: 0.8297,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6903, kappa: -0, kb_relative_information_score: 569050, mean_absolute_error: 0.2155, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6622, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4639, root_relative_squared_error: 0.9278,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0762, kb_relative_information_score: -569050, mean_absolute_error: 0.7845, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0463, predictive_accuracy: 0.2152, prior_entropy: 1, recall: 0.2152, relative_absolute_error: 1.5691, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8856, root_relative_squared_error: 1.7712,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6729, f_measure: 0.65, kappa: 0.174, kb_relative_information_score: 238888.2428, mean_absolute_error: 0.3799, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7385, predictive_accuracy: 0.6163, prior_entropy: 1, recall: 0.6163, relative_absolute_error: 0.7598, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5512, root_relative_squared_error: 1.1023,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.7133, kappa: 0.1016, kb_relative_information_score: 472340, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6991, predictive_accuracy: 0.7359, prior_entropy: 1, recall: 0.7359, relative_absolute_error: 0.5277, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5134, root_relative_squared_error: 1.0268,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6785, f_measure: 0.7, kappa: 0.0253, kb_relative_information_score: 422676.7641, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6861, predictive_accuracy: 0.7739, prior_entropy: 1, recall: 0.7739, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4049, root_relative_squared_error: 0.8099,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6643, f_measure: 0.6904, kappa: -0.0062, kb_relative_information_score: 421242.8349, mean_absolute_error: 0.2986, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6568, predictive_accuracy: 0.7653, prior_entropy: 1, recall: 0.7653, relative_absolute_error: 0.5972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4148, root_relative_squared_error: 0.8297,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5348, f_measure: 0.6855, kappa: 0.0696, kb_relative_information_score: 370442, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6857, predictive_accuracy: 0.6852, prior_entropy: 1, recall: 0.6852, relative_absolute_error: 0.6296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1221,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.6902, kappa: 0, kb_relative_information_score: 369798.1928, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7056, predictive_accuracy: 0.7848, prior_entropy: 1, recall: 0.7848, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.411, root_relative_squared_error: 0.8219,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.6616, kappa: -0.0018, kb_relative_information_score: 323224, mean_absolute_error: 0.3384, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6616, predictive_accuracy: 0.6616, prior_entropy: 1, recall: 0.6616, relative_absolute_error: 0.6768, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5817, root_relative_squared_error: 1.1634,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6701, f_measure: 0.6909, kappa: 0.0013, kb_relative_information_score: 399935.0002, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6744, predictive_accuracy: 0.7836, prior_entropy: 1, recall: 0.7836, relative_absolute_error: 0.6351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.7996,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7123, f_measure: 0.6948, kappa: 0.0118, kb_relative_information_score: 423541.9523, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6958, predictive_accuracy: 0.7825, prior_entropy: 1, recall: 0.7825, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3937, root_relative_squared_error: 0.7874,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0762, kb_relative_information_score: -569620, mean_absolute_error: 0.7848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0463, predictive_accuracy: 0.2152, prior_entropy: 1, recall: 0.2152, relative_absolute_error: 1.5696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8859, root_relative_squared_error: 1.7718,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7271, f_measure: 0.7066, kappa: 0.0474, kb_relative_information_score: 430802.9558, mean_absolute_error: 0.2984, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7237, predictive_accuracy: 0.784, prior_entropy: 1, recall: 0.784, relative_absolute_error: 0.5967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3907, root_relative_squared_error: 0.7815,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6193, f_measure: 0.6913, kappa: 0.0019, kb_relative_information_score: 411791.9411, mean_absolute_error: 0.3107, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6726, predictive_accuracy: 0.7827, prior_entropy: 1, recall: 0.7827, relative_absolute_error: 0.6214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4076, root_relative_squared_error: 0.8152,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6376, f_measure: 0.7123, kappa: 0.1033, kb_relative_information_score: 292458.0053, mean_absolute_error: 0.3695, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.699, predictive_accuracy: 0.732, prior_entropy: 1, recall: 0.732, relative_absolute_error: 0.7389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4271, root_relative_squared_error: 0.8541,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.7253, kappa: 0.1312, kb_relative_information_score: 231038.0115, mean_absolute_error: 0.402, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7117, predictive_accuracy: 0.7522, prior_entropy: 1, recall: 0.7522, relative_absolute_error: 0.8039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.425, root_relative_squared_error: 0.8499,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7355, f_measure: 0.6909, kappa: 0.0019, kb_relative_information_score: 424778.2156, mean_absolute_error: 0.302, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7238, predictive_accuracy: 0.7848, prior_entropy: 1, recall: 0.7848, relative_absolute_error: 0.604, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3877, root_relative_squared_error: 0.7755,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7355, f_measure: 0.6909, kappa: 0.0019, kb_relative_information_score: 424778.2156, mean_absolute_error: 0.302, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7238, predictive_accuracy: 0.7848, prior_entropy: 1, recall: 0.7848, relative_absolute_error: 0.604, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3877, root_relative_squared_error: 0.7755,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7169, f_measure: 0.6908, kappa: 0.0016, kb_relative_information_score: 425335.6643, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7008, predictive_accuracy: 0.7846, prior_entropy: 1, recall: 0.7846, relative_absolute_error: 0.6036, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3898, root_relative_squared_error: 0.7796,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.7054, kappa: 0.0503, kb_relative_information_score: 364444.2014, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6854, predictive_accuracy: 0.7522, prior_entropy: 1, recall: 0.7522, relative_absolute_error: 0.6651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4184, root_relative_squared_error: 0.8368,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5979, f_measure: 0.7056, kappa: 0.0543, kb_relative_information_score: 364345.8031, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6858, predictive_accuracy: 0.7479, prior_entropy: 1, recall: 0.7479, relative_absolute_error: 0.6651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.8372,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7271, f_measure: 0.7066, kappa: 0.0474, kb_relative_information_score: 430802.9558, mean_absolute_error: 0.2984, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7237, predictive_accuracy: 0.784, prior_entropy: 1, recall: 0.784, relative_absolute_error: 0.5967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3907, root_relative_squared_error: 0.7815,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, f_measure: 0.6943, kappa: 0.0875, kb_relative_information_score: 393602, mean_absolute_error: 0.3032, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6918, predictive_accuracy: 0.6968, prior_entropy: 1, recall: 0.6968, relative_absolute_error: 0.6064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5506, root_relative_squared_error: 1.1013,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6759, f_measure: 0.6365, kappa: 0.1747, kb_relative_information_score: 218130.9502, mean_absolute_error: 0.3894, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7442, predictive_accuracy: 0.601, prior_entropy: 1, recall: 0.601, relative_absolute_error: 0.7788, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5316, root_relative_squared_error: 1.0633,

    Metric:

    Timeline

    Plotting contribution timeline

    Leaderboard

    Rank Name Top Score Entries Highest rank

    Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

    Challenge

    Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

    Given inputs

    estimation_procedure Interleaved Test then Train
    source_data BNG(spectf_test) (1)
    target_feature OVERALL_DIAGNOSIS

    Expected outputs

    evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
    predictions The desired output format Predictions (optional)

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