Evaporation Rate Prediction Using Advanced Machine Learning Models: A Comparative Study

Table 3

The evaluations of the predictive models through testing phase: first case study in Diyala state.

Model	MAE	RMSE	MAPE	R	Md
ELM	23.204	36.053	0.171	0.963	0.978
GPR	25.801	33.799	0.216	0.966	0.982
QRF	28.026	38.818	0.200	0.959	0.974
GBM	21.541	28.478	0.181	0.976	0.987