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rFerns (version 4.0.0)

Random Ferns Classifier

Description

Provides the random ferns classifier by Ozuysal, Calonder, Lepetit and Fua (2009) , modified for generic and multi-label classification and featuring OOB error approximation and importance measure as introduced in Kursa (2014) .

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Version

Install

install.packages('rFerns')

Monthly Downloads

1,147

Version

4.0.0

License

GPL (>= 2)

Maintainer

Miron Kursa

Last Published

August 17th, 2020

Functions in rFerns (4.0.0)

predict.rFerns

Prediction with random ferns model
merge.rFerns

Merge two random ferns models
naiveWrapper

Naive feature selection method utilising the rFerns shadow imporance
rFerns

Classification with random ferns