Run
528404

Run 528404

Task 160 (Supervised Data Stream Classification) BNG(mushroom) 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
0.9871
Per class
Confusion matrix
F measure
0.9836
Per class
Kappa
0.9672
KB relative information score
967222.9229
Mean absolute error
0.0164
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9839
Per class
Predictive accuracy
0.9836
Prior entropy
1
Recall
0.9836
Per class
Relative absolute error
0.0328
Root mean prior squared error
0.5
Root mean squared error
0.1268
Root relative squared error
0.2535