2025. Optimizing precision farming: enhancing machine learning efficiency with robust regression techniques in high-dimensional data. Journal of the Nigerian Society of Physical Sciences. 7, 1 (Feb. 2025), 2314. DOI:https://doi.org/10.46481/jnsps.2025.2314.