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. 2023 Nov 22;8(48):45708–45714. doi: 10.1021/acsomega.3c06113

Table 3. Comparison of Model Performances.

model MAE MAPE RMSE R2
BP 0.129 0.0087 0.1656 0.847
RBF 0.0806 0.0056 0.1062 0.863
ELM 0.067 0.0052 0.0866 0.894
GA-ELM 0.061 0.0050 0.0829 0.907
SCSO-ELM 0.057 0.0048 0.0708 0.922
ISCSO-ELM 0.051 0.0031 0.0591 0.943