The R 2 correlation coefficients between the predicted and experimental affinities are more variable (Table ), however, ranging from close to zero (the BACE targets) to 0.68 (Thrombin). The full set of CNN predicted binding affinity data is plotted in Figure , and reveals that most of the predictions lie in quite a narrow range, compared to the experimental data.