Skip to main content

Table 1 Summary of AD score across all three models studied

From: A novel applicability domain technique for mapping predictive reliability across the chemical space of a QSAR: reliability-density neighbourhood

 

AD score

RDN

STD

dk-NN

KDE

P-gp

4.40

2.79

6.82

8.14

Ames

1.29

1.92

4.48

9.26

CYP450

1.01

2.85

7.84

13.00

  1. Lower AD scores (shown in italic) indicate a better scenario, translating into higher similarity to an ideal AD curve (smooth and decreasing trend of accuracy as a function of the AD span), and it also translates into a closely matching pair of two external set curves (which translates into the level of robustness)