Linear and Nonlinear QSAR Study of N2 and O6 Substituted Guanine Derivatives as Cyclin-Dependent Kinase 2 Inhibitors

Table 5

Comparison of the statistical parameters obtained from ANN and MLR models.

Parameter	Test set (𝑁=11)		Validation set (𝑁=11)
	MLR	ANN	MLR	ANN
MAE (%)	13.43	13.29	13.82	10.405
MSE	0.069	0.063	0.065	0.0171
PRESS	0.1394	0.1333	0.1349	0.0693
SEP	0.964	0.956	0.936	0.982
𝑅^2	0.8122	0.7422	0.5518	0.4181
RMAE	3.607	3.433	3.68	2.221