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 class 'glmnet':
print(x, digits = max(3, getOption("digits") - 3), ...)
Arguments
x
fitted glmnet object
digits
significant digits in printout
...
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

glmnet, predict and coef methods.

• print.glmnet
Examples
x=matrix(rnorm(100*20),100,20)
y=rnorm(100)
fit1=glmnet(x,y)
print(fit1)
Documentation reproduced from package glmnet, version 1.8-5, License: GPL-2

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