Run
1838112

Run 1838112

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.MajorityVoteEnsemble(2)Moa implementation of MajorityVoteEnsemble
moa.MajorityVoteEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree

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
0.9576
Per class
Confusion matrix
F measure
0.8729
Per class
Kappa
0.811
KB relative information score
717741.3035
Mean absolute error
0.1545
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8752
Per class
Predictive accuracy
0.8739
Prior entropy
1.585
Recall
0.8739
Per class
Relative absolute error
0.3477
Root mean prior squared error
0.4714
Root mean squared error
0.2647
Root relative squared error
0.5615