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 10

Effectiveness of input parameters on mass irregularity.

Excluded input parameter	MSE	Increase in mean square error (%)	Ranking
Rotor speed	0.588	28.524	5
Rotor diameter	0.695	51.855	4
Opener roller speed	0.546	19.227	6
Navel type	0.803	75.316	3
Waste percentage	0.901	96.704	1
Yarn count	0.883	92.885	2