This toolbox offers advanced feature selection tools. Several modifications, variants, enhancements, or improvements of algorithms such as GWO, FPA, SCA, PSO and SSA are provided.

SIFS: An Advanced Swarm Intelligence-Based Toolbox for Feature Selection in High-Dimensional Biomedical Datasets