Table 4 Model validation metrics on the five different trained data.

Location	Model	BG test	Box Ljung	R-square	\(80\%\)CV	\(20\%\)CV
Location	Model	p-value	p-value	R-square	\(80\%\)CV	\(20\%\)CV
Windhoek	PLAQR	0.117	0.501	0.929	0.963	0.964
	AQR	0.247	0.876	0.910	0.953	0.954
	QGAM	0.147	0.858	0.934	0.966	0.967
Alice	PLAQR	0.329	0.204	0.923	0.962	0.961
	AQR	0.631	0.616	0.913	0.957	0.956
	QGAM	0.631	0.709	0.930	0.966	0.964
Durban	PLAQR	0.998	0.664	0.920	0.957	0.959
	AQR	0.889	0.436	0.911	0.952	0.955
	QGAM	0.889	0.208	0.924	0.960	0.962
Pretoria	PLAQR	0.243	0.078	0.929	0.962	0.964
	AQR	0.776	0.656	0.917	0.955	0.957
	QGAM	0.776	0.148	0.935	0.966	0.967
Venda	PLAQR	0.939	0.994	0.914	0.960	0.956
	AQR	0.806	0.921	0.907	0.955	0.952
	QGAM	0.806	0.058	0.923	0.965	0.961

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