Run
528439

Run 528439

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.8869
Per class
Confusion matrix
F measure
0.8667
Per class
Kappa
0.7294
KB relative information score
737293.8223
Mean absolute error
0.1314
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8763
Per class
Predictive accuracy
0.8688
Prior entropy
1
Recall
0.8688
Per class
Relative absolute error
0.2628
Root mean prior squared error
0.5
Root mean squared error
0.3584
Root relative squared error
0.7168