Run
1838105

Run 1838105

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9448
Per class
Confusion matrix
F measure
0.7496
Per class
Kappa
0.418
KB relative information score
525643.6354
Mean absolute error
0.2446
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8301
Per class
Predictive accuracy
0.7852
Prior entropy
1
Recall
0.7852
Per class
Relative absolute error
0.4893
Root mean prior squared error
0.5
Root mean squared error
0.3567
Root relative squared error
0.7133