Run
528618

Run 528618

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 03-03-2016 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)_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
0.933
Per class
Confusion matrix
F measure
0.9409
Per class
Kappa
0.8643
KB relative information score
883002.7173
Mean absolute error
0.0586
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9431
Per class
Predictive accuracy
0.9419
Prior entropy
1
Recall
0.9419
Per class
Relative absolute error
0.1172
Root mean prior squared error
0.5
Root mean squared error
0.2386
Root relative squared error
0.4771