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moa.LeveragingBag_SGD

moa.LeveragingBag_SGD

Visibility: public Uploaded 12-02-2015 by Jan van Rijn Moa_2014.03 166 runs
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  • Verified_Supervised_Data_Stream_Classification
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Moa implementation of LeveragingBag

Components

lmoa.SGD(1)baseLearner: Classifier to train.

Parameters

adeltaAdwin: Delta of Adwin change detectiondefault: 0.002
lbaseLearner: Classifier to train.default: trees.HoeffdingTree
mleveraginBagAlgorithm: Leveraging Bagging to use.default: LeveragingBag
ooutputCodes: Use Output Codes to use binary classifiers.default: false
rrandomSeed: Seed for random behaviour of the classifier.default: 1
sensembleSize: The number of models in the bag.default: 10
wweightShrink: The number to use to compute the weight of new instances.default: 6.0

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