Run
1838103

Run 1838103

Task 125957 (Supervised Data Stream Classification) BNG(credit-g) 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
0.7516
Per class
Confusion matrix
F measure
0.7194
Per class
Kappa
0.3036
KB relative information score
444836.1541
Mean absolute error
0.2851
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7537
Per class
Predictive accuracy
0.7574
Prior entropy
1
Recall
0.7574
Per class
Relative absolute error
0.5703
Root mean prior squared error
0.5
Root mean squared error
0.4246
Root relative squared error
0.8491