build.lassoOrRidge.regression: Build lasso or ridge regression

In ProfessionalFarmer/loonR: Common function in bioinformatics analysis

Build lasso or ridge regression

Description

Build lasso or ridge regression

Usage

build.lassoOrRidge.regression(
  df,
  group,
  seed = 666,
  scale = TRUE,
  alpha = 1,
  lambda = NA,
  nfolds = 10,
  type.measure = "auc"
)

Arguments

seed	Default 666
scale	Default TRUE
alpha	1 for lasso, 0 for ridge
lambda
nfolds	Default 10, number of folds
type.measure	Default auc. Refer https://www.rdocumentation.org/packages/glmnet/versions/4.1-3/topics/cv.glmnet

Examples

data("LIRI")
reg.res <- loonR::build.lassoOrRidge.regression(LIRI[,3:5],LIRI$status)

ProfessionalFarmer/loonR documentation built on Oct. 9, 2024, 9:56 p.m.