Table 6 Testing Results of Optimizer-based MLP Models.

Model	R²	RMSE	MSLE	MAE	MAPE
EDO-MLP	0.913295	0.095613	0.00505	0.080611	5.405761
LWSSA-MLP	0.969029	0.045385	0.000746	0.03573	0.060454
MFO-MLP	0.917055	0.074273	0.002488	0.060413	0.132387
SSA-MLP	0.924609	0.07081	0.002582	0.054552	0.108354
TSO-MLP	0.946231	0.0598	0.001717	0.048451	0.096465
YDSE-MLP	0.917537	0.093245	0.004769	0.079968	5.023884
MLP	0.892617	0.084509	0.002259	0.065382	0.100891
RWGWO-MLP	0.950289	0.072397	0.003123	0.049353	0.187967
AVOA-MLP	0.966094	0.059791	0.001591	0.045396	0.170198
GRO-MLP	0.936792	0.081636	0.002965	0.060765	0.231769
HBA-MLP	0.925878	0.088403	0.003558	0.066283	0.263338

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