print.glmnetcr {glmnetcr} | R Documentation |
Print a 'glmnetcr' Object
Description
Print a summary of the glmnetcr
path at each step along the path.
Usage
## S3 method for class 'glmnetcr'
print(x, digits = max(3, getOption("digits") - 3), ...)
Arguments
x |
fitted |
digits |
significant digits in printout |
... |
additional print arguments |
Details
The call that produced the object x
is printed, followed by a three-column
matrix
with columns Df
, %dev
and Lambda
. The Df
column is the number of nonzero coefficients (Df is a reasonable
name only for lasso fits). %dev
is the percent deviance
explained (relative to the null deviance).
Value
The matrix above is silently returned
Note
This function is essentially the same as print.glmnet
from the glmnet package by but was edited to operate on a returned glmnetcr
object.
Author(s)
Jerome Friedman, Trevor Hastie and Rob Tibshirani
References
Friedman, J., Hastie, T. and Tibshirani, R. (2008) Regularization Paths for Generalized Linear Models via Coordinate Descent
See Also
See Also as glmnetcr
Examples
data(diabetes)
x <- diabetes[, 2:dim(diabetes)[2]]
y <- diabetes$y
glmnet.fit <- glmnetcr(x, y)
print(glmnet.fit)