One-sided ANOVA tests were applied for statistical significance assessments, and performance significance with respect to the "No Feedback" baseline is marked with * (if p-value < 0.05) or ** (if p-value < 0.01). Scaling method. Our approach outperformed all three baselines in terms of reducing the MAE between predicted and oracle DRD2 activities for the generated molecules (Additional file 1: Figure ).