print.glmnet

0th

Percentile

print a glmnet object

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

Keywords
models, regression
Usage
# S3 method for 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

See Also

glmnet, predict and coef methods.

Aliases
  • print.glmnet
Examples
# NOT RUN {
x=matrix(rnorm(100*20),100,20)
y=rnorm(100)
fit1=glmnet(x,y)
print(fit1)
# }
Documentation reproduced from package glmnet, version 2.0-10, License: GPL-2

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