Run
528101

Run 528101

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9582
Per class
Confusion matrix
F measure
0.8833
Per class
Kappa
0.7282
KB relative information score
781088.8618
Mean absolute error
0.1106
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8972
Per class
Predictive accuracy
0.8888
Prior entropy
1
Recall
0.8888
Per class
Relative absolute error
0.2211
Root mean prior squared error
0.5
Root mean squared error
0.2859
Root relative squared error
0.5717