Run
528459

Run 528459

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 02-03-2016 by Joaquin Vanschoren
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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)_ctrue
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
0.7323
Per class
Confusion matrix
F measure
0.7573
Per class
Kappa
0.399
KB relative information score
554270.5798
Mean absolute error
0.2229
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7686
Per class
Predictive accuracy
0.7773
Prior entropy
1
Recall
0.7773
Per class
Relative absolute error
0.4458
Root mean prior squared error
0.5
Root mean squared error
0.4654
Root relative squared error
0.9309