covsurfloo: ClustOfVar combine with VSURF during leave-one-out procedure

In robingenuer/CoVVSURF: Combines clustering of variables with feature selection using random forests

Usage

covsurfloo(X, y, kval = 2:ncol(X), prefix = NULL, avail.tree = FALSE,
  covsurfs.object = NULL, path = NULL, nfor = 100, ...)

Arguments

X	dataframe of input variables
y	vector of responses
kval	vector of number of classes to try
prefix	character string
avail.tree	logical value indicating if trees are already available
covsurfs.object	character string
path	path to covsurfs ojects
nfor	number of forests to compute for averaged prediction
...	passed to covsurf

robingenuer/CoVVSURF documentation built on May 27, 2019, 11:38 a.m.