Table 9. Accuracy values of the three tuned QSAR models applied to the validation sets, along with the results of the five fold-CV applied to the training set.

ML methodology	Training set (5-fold CV)	Validation set
J48	0.723	0.741
XGBoost	0.795	0.770
kNN	0.716	0.732