print.glmnet

From glmnet v1.1-5 by Trevor Hastie

print a glmnet object

Print a summary of the glmnet path at each step along the path.

Keywords: models, regression

Usage

## S3 method for class 'glmnet':
print(x, digits = max(3, getOption("digits") - 3), ...)

Arguments

x: fitted glmnet object
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

References

Friedman, J., Hastie, T. and Tibshirani, R. (2008) Regularization Paths for Generalized Linear Models via Coordinate Descent

Examples

x=matrix(rnorm(100*20),100,20)
y=rnorm(100)
fit1=glmnet(x,y)
print(fit1)

Documentation reproduced from package glmnet, version 1.1-5, License: GPL-2

Community examples

Looks like there are no examples yet.