It is important to emphasize that the ML models were constructed using different sets of physicochemical properties tailored to each target. This variation could significantly influence the data modelability, as certain properties might be more relevant for specific viral targets. For future research, exploring the impact of these individual properties on the performance of the models could provide deeper insights and help refine predictive frameworks.