Table 6 Comparative forecasting performance of different models on the MyPJ dataset under the optimal mini-batch size configuration.

Model	MAPE	MAE	MSE	RMSE	NMSE	R	R²
CNN	0.053767	0.026603	0.002291	0.047865	0.080470	0.959310	0.919530
TCN	0.058103	0.030002	0.002284	0.047789	0.080217	0.959847	0.919783
LSTM	0.054929	0.029391	0.002264	0.047583	0.079524	0.961677	0.920476
Transformer	0.059608	0.028453	0.002584	0.050832	0.090756	0.956054	0.909244
Transformer-LSTM	0.060019	0.032521	0.002564	0.050632	0.090045	0.959019	0.909955
CNN-LSTM-MMA	0.054391	0.028353	0.002105	0.045883	0.073944	0.963565	0.926056
DRN	0.051082	0.025190	0.002212	0.047033	0.077698	0.960669	0.922302
PCA-DRN	0.048943	0.024916	0.001830	0.042777	0.064271	0.968054	0.935729

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