Tukey's HSD test revealed no significant differences between several splitting strategy pairs: scaffold and scaffold-generic (p adj = 0.40), molecular weight and molecular LogP (p adj = 0.92), and K-means and max dissimilarity (p adj = 0.99). Since this approach is model-dependent, the results (including the ranking of the splitters) can differ depending on the ML algorithm employed.