Development and comparison of artificial neural network and statistical model for prediction of thermo-physiological properties of polyester–cotton plated fabrics

Fashion and Textiles

International Journal of Interdisciplinary Research

Table 10 Comparison of R² for artificial neural network and response surface equations

	ANN		Response surface equations
	Training	Testing	Response surface equations
Thermal resistance	0.99	0.92	0.93
Thermal absorptivity	0.99	0.95	0.98
Air permeability	0.99	0.93	0.97
Moisture vapour transmission rate	0.98	0.90	0.99