rFerns: Random Ferns Classifier

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An R implementation of the random ferns classifier by Ozuysal et al., modified for generic and multi-label classification and featuring OOB error approximation and importance measure.

Author
Miron B. Kursa
Date of publication
2016-07-22 18:48:11
Maintainer
Miron B. Kursa <M.Kursa@icm.edu.pl>
License
GPL-3
Version
2.0.2

View on CRAN

Man pages

merge.rFerns
Merge two random ferns models
naiveWrapper
Naive feature selection method utilising the rFerns shadow...
predict.rFerns
Prediction with random ferns model
rFerns
Classification with random ferns

Files in this package

rFerns
rFerns/inst
rFerns/inst/CITATION
rFerns/inst/NEWS
rFerns/src
rFerns/src/ferns.c
rFerns/src/forest.h
rFerns/src/tools.h
rFerns/src/fern.h
rFerns/NAMESPACE
rFerns/R
rFerns/R/naivewrapper.R
rFerns/R/tools.R
rFerns/R/ferns.R
rFerns/MD5
rFerns/DESCRIPTION
rFerns/man
rFerns/man/rFerns.Rd
rFerns/man/predict.rFerns.Rd
rFerns/man/naiveWrapper.Rd
rFerns/man/merge.rFerns.Rd