Run
528015

Run 528015

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.7647
Per class
Confusion matrix
F measure
0.7511
Per class
Kappa
0.3827
KB relative information score
547210.9479
Mean absolute error
0.2267
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7661
Per class
Predictive accuracy
0.774
Prior entropy
1
Recall
0.774
Per class
Relative absolute error
0.4534
Root mean prior squared error
0.5
Root mean squared error
0.4627
Root relative squared error
0.9255