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roughrf (version 1.0)

Roughened Random Forests for Binary Classification

Description

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.

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Version

Install

install.packages('roughrf')

Monthly Downloads

1

Version

1.0

License

GPL (>= 2)

Maintainer

Kuangnan Xiong

Last Published

January 29th, 2015

Functions in roughrf (1.0)

rrfc3

Roughenen Random Forests - C3 (RRFC3)
rrfc1

Roughenen Random Forests - C1 (RRFC1)
rrfc2

Roughenen Random Forests - C2 (RRFC2)
rrfb

Roughenen Random Forests - B (RRFB)
mfix

Four single imputation methods
rrfc6

Roughenen Random Forests - C6 (RRFC6)
rrfd

Roughenen Random Forests - D (RRFD)
rrfc7

Roughenen Random Forests - C7 (RRFC7)
rrfa

Roughenen Random Forests - A (RRFA)
rrfe

Roughenen Random Forests - E (RRFE)
rrfc5

Roughenen Random Forests - C5 (RRFC5)
rrfc4

Roughenen Random Forests - C4 (RRFC4)