Fashion and Textiles

International Journal of Interdisciplinary Research

Table 6 Comparison of strength prediction models

From: The use of extreme learning machines (ELM) algorithms to prediction strength for cotton ring spun yarn

Model	Input factors	No. of neurons	No. of generations	(mse)_tr	R-value	Iteration	Time(s)
LM	14	10	N/A	0.00083	0.917	26	1.438
ELM	14	41	N/A	0.000949	0.988	N/A	0.0311
DE-ELM	14	2	5	0.000339	0.992	N/A	0.7188

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