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rFerns (version 5.0.0)

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

1,161

Version

5.0.0

License

GPL (>= 2)

Maintainer

Last Published

September 22nd, 2021

Functions in rFerns (5.0.0)

rFerns

Classification with random ferns
naiveWrapper

Naive feature selection method utilising the rFerns shadow imporance
merge.rFerns

Merge two random ferns models
predict.rFerns

Prediction with random ferns model