train_cv_model_glmnet: A function train a model with CV

View source: R/classifier_train.R

train_cv_model_glmnetR Documentation

A function train a model with CV

Description

A function train a model with CV

Usage

train_cv_model_glmnet(
  data_train,
  cls_train,
  fitControl,
  observation_weights = NULL,
  penalty.factor = 1
)

Arguments

data_train

input matrix, of dimension nobs x nvars; each row is an observation vector. Since this is an input to glmnet, it should be the format that can be used with glmnet

cls_train

class labels

fitControl

A list of training parameters. See caret::trainControl for detail

penalty.factor

Separate penalty factors can be applied to each coefficient. See glmnet::glmnet for detail

Value

A list returned from caret::train


skimlab/CCSBUtils documentation built on March 30, 2022, 4:52 a.m.