R-glmnet
Port variant standard
Summary Generalized Linear Models for Lasso, etc
BROKEN
Package version 4.1.8
Homepage https://glmnet.stanford.edu
Keywords cran
Maintainer CRAN Automaton
License Not yet specified
Other variants There are no other variants.
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Last modified 22 AUG 2023, 22:40:41 UTC
Port created 18 APR 2020, 19:20:11 UTC
Subpackage Descriptions
single glmnet: Lasso and Elastic-Net Regularized Generalized Linear Models Extremely efficient procedures for fitting the entire lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models, Poisson regression, Cox model, multiple-response Gaussian, and the grouped multinomial regression; see <doi:10.18637/jss.v033.i01> and <doi:10.18637/jss.v039.i05>. There are two new and important additions. The family argument can be a GLM family object, which opens the door to any programmed family (<doi:10.18637/jss.v106.i01>). This comes with a modest computational cost, so when the built-in families suffice, they should be used instead. The other novelty is the relax option, which refits each of the active sets in the path unpenalized. The algorithm uses cyclical coordinate descent in a path-wise fashion, as described in the papers cited.
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Package Dependencies by Type
Build (only) gmake:primary:standard
gettext:dev:standard
gettext:bldtools:standard
gettext:tools:standard
R:primary:standard
icu:dev:standard
Build and Runtime R-foreach:single:standard
R-shape:single:standard
R-Rcpp:single:standard
R-RcppEigen:single:standard
Runtime (only) R:primary:standard
R:nls:standard
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main mirror://CRAN/src/contrib
https://loki.dragonflybsd.org/cranfiles/
Distribution File Information
1ddbe5ce07076d1bdf58b0202ebd0ceac8eeb4796c5175681adb9e58c30ddcfe 2439515 CRAN/glmnet_4.1-8.tar.gz
Ports that require R-glmnet:standard
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