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International Journal of Interdisciplinary Research

TableĀ 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