Before revision:  It is known that nonlinear models often exhibit greater predictive accuracy than linear models, particularly for outcomes generated by complex  architectures.
After revision:  It is known that nonlinear models often exhibit greater predictive accuracy than linear models, particularly for outcomes generated by complex genetic architectures.