summary.VSURF {VSURF} | R Documentation |
Summary of VSURF results
Description
This function displays a summary of VSURF results
Usage
## S3 method for class 'VSURF'
summary(object, ...)
Arguments
object |
An object of class |
... |
Not used. |
Details
This function prints the total computation time of VSURF. It also gives the number of selected variables (and the computation time) at each step of VSURF. In addition, it gives the number of cores and the type of cluster if the parallel version of VSURF was used.
Author(s)
Robin Genuer, Jean-Michel Poggi and Christine Tuleau-Malot
References
Genuer, R. and Poggi, J.M. and Tuleau-Malot, C. (2010), Variable selection using random forests, Pattern Recognition Letters 31(14), 2225-2236
Genuer, R. and Poggi, J.M. and Tuleau-Malot, C. (2015), VSURF: An R Package for Variable Selection Using Random Forests, The R Journal 7(2):19-33
See Also
Examples
## Not run:
data(iris)
iris.vsurf <- VSURF(iris[,1:4], iris[,5], ntree = 100, nfor.thres = 20,
nfor.interp = 10, nfor.pred = 10)
summary(iris.vsurf)
# A more interesting example with toys data (see \code{\link{toys}})
# (a few minutes to execute)
data(toys)
toys.vsurf <- VSURF(toys$x, toys$y)
summary(toys.vsurf)
## End(Not run)
[Package VSURF version 1.2.0 Index]