Predictive accuracy refers to the ability to reliably forecast the behavior of a catalytic system based on theoretical models, computational simulations, or experimental data. This involves predicting reaction rates, selectivity, and efficiency of catalysts under various conditions. High predictive accuracy enables researchers to design better catalysts and optimize reaction conditions without extensive trial-and-error experiments.