roughrf: Roughened Random Forests for Binary Classification

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A set of functions to support Xiong K, 'Roughened Random Forests for Binary Classification' (2014). The functions include RRFA, RRFB, RRFC1-RRFC7, RRFD and RRFE. RRFB and RRFC6 are usually recommended. RRFB is much faster than RRFC6.

Author
Kuangnan Xiong
Date of publication
2015-01-29 11:08:31
Maintainer
Kuangnan Xiong <kxiong@albany.edu>
License
GPL (>= 2)
Version
1.0
URLs

View on CRAN

Man pages

mfix
Four single imputation methods
rrfa
Roughenen Random Forests - A (RRFA)
rrfb
Roughenen Random Forests - B (RRFB)
rrfc1
Roughenen Random Forests - C1 (RRFC1)
rrfc2
Roughenen Random Forests - C2 (RRFC2)
rrfc3
Roughenen Random Forests - C3 (RRFC3)
rrfc4
Roughenen Random Forests - C4 (RRFC4)
rrfc5
Roughenen Random Forests - C5 (RRFC5)
rrfc6
Roughenen Random Forests - C6 (RRFC6)
rrfc7
Roughenen Random Forests - C7 (RRFC7)
rrfd
Roughenen Random Forests - D (RRFD)
rrfe
Roughenen Random Forests - E (RRFE)

Files in this package

roughrf
roughrf/NAMESPACE
roughrf/R
roughrf/R/rrfc7.R
roughrf/R/rrfc4.R
roughrf/R/rrfc1.R
roughrf/R/rrfc2.R
roughrf/R/rrfd.R
roughrf/R/rrfc3.R
roughrf/R/rrfc5.R
roughrf/R/rrfc6.R
roughrf/R/rrfa.R
roughrf/R/rrfb.R
roughrf/R/mfix.R
roughrf/R/rrfe.R
roughrf/MD5
roughrf/DESCRIPTION
roughrf/man
roughrf/man/rrfa.Rd
roughrf/man/rrfc5.Rd
roughrf/man/rrfc6.Rd
roughrf/man/rrfe.Rd
roughrf/man/rrfc7.Rd
roughrf/man/rrfc4.Rd
roughrf/man/rrfd.Rd
roughrf/man/rrfc1.Rd
roughrf/man/rrfb.Rd
roughrf/man/rrfc2.Rd
roughrf/man/mfix.Rd
roughrf/man/rrfc3.Rd