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moa.BlastWindowed

moa.BlastWindowed

Visibility: public Uploaded 18-02-2016 by Jason Moa_14.11_November_2014 984 runs
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  • study_16 Verified_Supervised_Data_Stream_Classification
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Moa implementation of BlastWindowed

Parameters

bbaseClassifiers: The classifiers the ensemble consists of.default: bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
ggracePeriod: How many instances before we reevalate the best classifierdefault: 1
kactiveClassifiers: The number of active classifiers (used for voting)default: 1
pweightClassifiers: Uses online performance estimation to weight the classifiersdefault: false
wwindowSize: The window size over which Online Performance Estimation is done.default: 1000

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