Run
528473

Run 528473

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 02-03-2016 by Jan van Rijn
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Flow

moa.StackingAttemptV2_NaiveBayes(1)Moa implementation of StackingAttemptV2
moa.StackingAttemptV2_NaiveBayes(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_NaiveBayes(1)_mmoa.classifiers.bayes.NaiveBayes
moa.StackingAttemptV2_NaiveBayes(1)_cfalse
moa.StackingAttemptV2_NaiveBayes(1)_hfalse

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
0.7331
Per class
Confusion matrix
F measure
0.7562
Per class
Kappa
0.3961
KB relative information score
552980.1338
Mean absolute error
0.2236
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7681
Per class
Predictive accuracy
0.7767
Prior entropy
1
Recall
0.7767
Per class
Relative absolute error
0.4471
Root mean prior squared error
0.5
Root mean squared error
0.4655
Root relative squared error
0.931