Description Usage Arguments Details Value Author(s) References See Also Examples
Print a summary of the glmnet path at each step along the path.
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x |
fitted glmnet object |
digits |
significant digits in printout |
... |
additional print arguments |
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).
The matrix above is silently returned
Jerome Friedman, Trevor Hastie and Rob Tibshirani
Maintainer: Trevor Hastie <hastie@stanford.edu>
Friedman, J., Hastie, T. and Tibshirani, R. (2008) Regularization Paths for Generalized Linear Models via Coordinate Descent
glmnet
, predict
and coef
methods.
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