Quantitative Structure-Activity Relationship (QSAR) models are computational techniques that predict the biological activity of chemical compounds based on their chemical structure. By correlating structural attributes with biological activity, QSAR models allow researchers to forecast how new compounds might behave. This is particularly valuable in cancer research, where identifying potential anti-cancer agents efficiently is critical.