Table 5.

Analysis report of the experimental values and the predicted values using MLP and MLR for functional properties of nano ${\text{TiO}}_2$ coated cotton.

Multifunctional properties	Methods	p-value	F-value
Nano ${\text{TiO}}_2$ coated amount	Experimental	8.38e−7	29.99
	MLP	3.24e−8	47.88
	MLR	4.22e−7	33.18
Self-cleaning efficiency	Experimental	0.001	8.92
	MLP	7.17e−11	109.38
	MLR	0.007	5.78
Antimicrobial efficiency	Experimental	2.65e−5	17.47
	MLP	2.18e−11	127.76
	MLR	0.005	6.284
UPF	Experimental	2.33e−5	17.86
	MLP	7.61e−10	79.51
	MLR	6.12e−7	31.42