Skip to content

rafev/ML_Ordination

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits
 
 
 
 
 
 

Repository files navigation

Random Forest MDS (i.e. ML ordination)

Ordination through Random Forest framework in Caret.

This function will a 3D ordination using Random Forest for the positional coordinates. The function has a few inputs:

  1. Data matrix (i.e. B-values from a methylation or gene expression array)
  2. Limma outputs for differential analysis
  3. A pheno file that has basic metadata with a minimum of "phenotype" and "SampleID" columns for sample identification
  4. the absolute value LFC valie from the limma analysis

Once the function completes the output will contain coordinates for later plotting.

About

Ordination thorugh RF comuputation in Caret

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages