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International Journal of Interdisciplinary Research

TableĀ 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