Run
524226

Run 524226

Task 7280 (Supervised Data Stream Classification) BNG(eucalyptus) Uploaded 16-02-2016 by Jan van Rijn
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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
0.8466
Per class
Confusion matrix
F measure
0.5644
Per class
Kappa
0.4496
KB relative information score
372126.8739
Mean absolute error
0.2389
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.5708
Per class
Predictive accuracy
0.5739
Prior entropy
2.3219
Recall
0.5739
Per class
Relative absolute error
0.7465
Root mean prior squared error
0.4
Root mean squared error
0.3356
Root relative squared error
0.839