print.cvobject {scout} | R Documentation |
Print function for scout
Description
A function to print CV output for scout
Usage
## S3 method for class 'cvobject'
print(x,...)
Arguments
x |
The results of a call to the "cv.scout" function. |
... |
Additional arguments; ignored. |
Author(s)
Daniela M. Witten and Robert Tibshirani
References
Witten, DM and Tibshirani, R (2008) Covariance-regularized regression and classification for high-dimensional problems. Journal of the Royal Statistical Society, Series B 71(3): 615-636.
See Also
Examples
library(lars)
data(diabetes)
attach(diabetes)
# Split data into training and test set
training <- sample(nrow(x2),floor(nrow(x2)/2))
xtrain <- x2[training,]
ytrain <- y[training]
# Done splitting data into training and test set
# Do cross-validation to determine best tuning parameter values for Scout(1,1)
## Not run: cv.out <- cv.scout(xtrain,ytrain,p1=1,p2=1, lam1s=seq(0.001,0.1), K=4)
## Not run: print(cv.out)
# Done cross-validation
detach(diabetes)
[Package scout version 1.0.4 Index]