Run
528829

Run 528829

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 03-03-2016 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)_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
0.9334
Per class
Confusion matrix
F measure
0.9416
Per class
Kappa
0.8657
KB relative information score
884191.5234
Mean absolute error
0.058
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9436
Per class
Predictive accuracy
0.9425
Prior entropy
1
Recall
0.9425
Per class
Relative absolute error
0.116
Root mean prior squared error
0.5
Root mean squared error
0.2376
Root relative squared error
0.4752