Modelling and Predicting the Breaking Strength and Mass Irregularity of Cotton Rotor-Spun Yarns Containing Cotton Fiber Recovered from Ginning Process by Using Artificial Neural Network Algorithm

Table 7

The Breaking strength (cN/tex) values predicted by the ANN model with 6-8-8-1 topology on testing data.

Sample no.	Experimental value	Predicted value	Abs. error	Error rate (%)
1	9.53	9.74	0.21	2.22
2	10.98	10.97	−0.01	0.09
3	9.68	10.48	0.81	8.34
4	8.94	9.04	0.09	1.07
5	7.39	7.59	0.19	2.69
6	9.68	9.21	−0.48	4.95
7	9.95	9.53	−0.42	4.23
8	9.09	9.19	−0.09	1.04
9	9.90	10.23	−0.33	3.32