feature.selection.4givenMLAlgorithm: Variable Importance from a specific Machine Learning...

In ProfessionalFarmer/loonR: Common function in bioinformatics analysis

Variable Importance from a specific Machine Learning Algorithms

Description

Variable Importance from a specific Machine Learning Algorithms

Usage

feature.selection.4givenMLAlgorithm(
  feature.df,
  group,
  seed = 111,
  scale = TRUE,
  method = "glm"
)

Arguments

feature.df	Row is sample, column is feature
scale
method	glm for logistic, rf for random forest, RRF for Regularized Random Forest, rpart for rpart model. https://www.rdocumentation.org/packages/caret/versions/4.47/topics/train

Examples

loonR::feature.selection.4givenMLAlgorithm(miR.df, group, method = 'glm')

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