From: A random forest based biomarker discovery and power analysis framework for diagnostics research
Method
R package used
References
Random Forest
randomForest
[15]
Random Forest (Optimised for memory)
ranger
[39]
Boruta
[25]
Hyperparameter selection
Caret
[40]
Permutation based feature selection
pomona
[26]
Recursive feature elimination (RFE)
vaSelRF
[27]