A random forest based biomarker discovery and power analysis framework for diagnostics research

BMC Medical Genomics

Table 2 List of the methods and R packages used

Method	R package used	References
Random Forest	randomForest	[15]
Random Forest (Optimised for memory)	ranger	[39]
Boruta	Boruta	[25]
Hyperparameter selection	Caret	[40]
Permutation based feature selection	pomona	[26]
Recursive feature elimination (RFE)	vaSelRF	[27]

ISSN: 1755-8794