Table 5 Performance of strength prediction model with DE-ELM algorithm

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

Neuron	10	9	8	7	6	5	4	3	2
Generation	3	3	3	3	3	4	4	5	5
(mse)_tr	0.00037	0.00041	0.00046	0.00064	0.000713	0.000262	0.000515	0.00063	0.000339
R-value	0.995	0.995	0.994	0.994	0.992	0.991	0.991	0.990	0.992
Time(s)	0.8681	0.8594	0.8394	0.7944	0.7825	0.7644	0.75	0.7263	0.7188

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