Run
528002

Run 528002

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_NaiveBayes(1)Moa implementation of StackingAttempt
moa.StackingAttempt_NaiveBayes(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_NaiveBayes(1)_mmoa.classifiers.bayes.NaiveBayes
moa.StackingAttempt_NaiveBayes(1)_cfalse

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
0.9682
Per class
Confusion matrix
F measure
0.9417
Per class
Kappa
0.8722
KB relative information score
883145.8971
Mean absolute error
0.0585
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9417
Per class
Predictive accuracy
0.9418
Prior entropy
1
Recall
0.9418
Per class
Relative absolute error
0.1171
Root mean prior squared error
0.5
Root mean squared error
0.234
Root relative squared error
0.468