RBioFS - A machine learning R package for random forest-based gene selection. This bioinformatic tool can confidently select miRNAs relevant to differentiating physiological phenotypes of interest.
When using this program please cite: Zhang J, Hadj-Moussa H, and Storey KB. (2016). Current progress of high-throughput microRNA differential expression analysis and random forest gene selection for model and non-model systems: an R implementation. Journal of Integrative Bioinformatics, 13(5), 306. PMID:28187420.
devtools::install_github("jzhangc/git_RBioFS/RBioFS", repos = BiocInstaller::biocinstallRepos())
"..."with your folder address: