Table 3.

The detailed results of R², RMSE, and MAE for different dates using ML methods.

R2	8 July	18 August	1 September	16 September
BP	0.001	0.454	0.595	0.703
SVM	0.001	0.332	0.587	0.702
RF	0.001	0.227	0.465	0.599
RMSE	8 July	18 August	1 September	16 September
BP	3.868	3.533	3.411	4.600
SVM	2.500	3.575	3.328	3.043
RF	2.622	2.541	3.333	3.095
MAE	8 July	18 August	1 September	16 September
BP	2.973	2.765	2.347	3.701
SVM	1.802	2.757	2.844	2.438
RF	2.174	2.138	2.736	2.509