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hongooi73/glmnetUtils

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Language: R .

Utilities for glmnet

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glmnetUtils

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Some quality-of-life functions to streamline the process of fitting elastic net models with glmnet, specifically:

  • glmnet.formula provides a formula/data frame interface to glmnet.
  • cv.glmnet.formula does a similar thing for cv.glmnet.
  • Methods for predict and coef for both the above.
  • A function cva.glmnet to choose both the alpha and lambda parameters via cross-validation, following the approach described in the help page for cv.glmnet. Optionally does the cross-validation in parallel.
  • Methods for plot, predict and coef for the above.

You can install the development version from Github using devtools::install_github.

install.packages("devtools")
library(devtools)
install_github("hongooi73/glmnetUtils")
library(glmnetUtils)

最近版本更新:(数据更新于 2024-10-14 09:51:17)

主题(topics):

cross-validation, glmnet, lasso, r, regression-models

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