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 8

The mass irregularity (CV_𝑚%) values predicted by the ANN model with 6-10-8-1 topology on testing data.

Sample no.	Experimantal value	Predicted value	Abs. error	Error rate (%)
1	16.08	16.26	−0.18	1.13
2	15.22	14.25	0.96	6.32
3	18.15	19.35	−1.20	6.64
4	16.59	16.22	0.36	2.17
5	16.29	15.75	0.53	3.26
6	19.07	20.18	−1.11	5.84
7	16.53	16.59	−0.06	0.37
8	16.29	16.14	0.14	0.89
9	15.68	15.52	0.15	1.01