Table 2. Regression Coefficients (r²) and Cross-Validation Regression Coefficients (q²) for the Forge Models.

template	model	cross-validation q2	training set r2	test set r2
Template 1	field QSAR	0.53	0.83	0.43
	random forest	0.48	0.93	0.57
	support vector machine	0.50	0.99	0.49
	k-nearest neighbors	0.51	a	0.64
	relevance vector machine	0.46	0.86	0.54
Template 2	field QSAR	0.53	0.81	0.38
	random forest	0.43	0.93	0.28
	support vector machine	0.56	0.99	0.50

^aNot applicable.