sigFeature

sigFeature: Significant feature selection using SVM-RFE & t-statistic

Bioconductor version: 3.24 · Package version: 1.31.0

This package provides a novel feature selection algorithm for binary classification using support vector machine recursive feature elimination SVM-RFE and t-statistic. In this feature selection process, the selected features are differentially significant between the two classes and also they are good classifier with higher degree of classification accuracy.

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("sigFeature")