print.gcdnet {gcdnet} | R Documentation |
Print a summary of the gcdnet path at each step along the path.
## S3 method for class 'gcdnet' print(x, digits = max(3, getOption("digits") - 3), ...)
x |
fitted |
digits |
significant digits in printout |
... |
additional print arguments |
The call that produced the gcdnet
object is printed, followed by a two-column matrix with columns Df
and Lambda
. The Df
column is the number of nonzero coefficients.
a two-column matrix, the first columns is the number of nonzero coefficients and the second column is Lambda
.
Yi Yang, Yuwen Gu and Hui Zou
Maintainer: Yi Yang <yi.yang6@mcgill.ca>
Yang, Y. and Zou, H. (2012), "An Efficient Algorithm for Computing The HHSVM and Its Generalizations," Journal of Computational and Graphical Statistics, 22, 396-415.
BugReport: https://github.com/emeryyi/fastcox.git
Friedman, J., Hastie, T., and Tibshirani, R. (2010), "Regularization paths for generalized
linear models via coordinate descent," Journal of Statistical Software, 33, 1.
http://www.jstatsoft.org/v33/i01/
data(FHT) m1 <- gcdnet(x=FHT$x,y=FHT$y,delta=1,lambda2=0.1) print(m1)