Tag: roofs

ROOFS: RObust biOmarker Feature Selection arXiv:2601.05151v1 Announce Type: new Abstract: Feature selection (FS) is essential for biomarker discovery and in the analysis of biomedical datasets. However, challenges such as high-dimensional feature space, low sample size, multicollinearity, and missing values make FS non-trivial. Moreover, FS performances vary across datasets and predictive tasks. We propose roofs, a…