Run
524575

Run 524575

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 17-02-2016 by Joaquin Vanschoren
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Flow

moa.WeightedEnsemble(2)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(2)_a0.999

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.6969
Per class
Confusion matrix
F measure
0.5261
Per class
Kappa
0.2725
KB relative information score
9433.86
Mean absolute error
0.3982
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5304
Per class
Predictive accuracy
0.5244
Prior entropy
1.585
Recall
0.5244
Per class
Relative absolute error
0.8959
Root mean prior squared error
0.4714
Root mean squared error
0.4424
Root relative squared error
0.9384