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

Table 1

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

Model	MAE	RMSE	MAPE	R	Md
ELM	26.803	44.588	0.170	0.951	0.973
GPR	32.157	49.524	0.231	0.938	0.967
QRF	27.095	43.214	0.186	0.953	0.975
GBM	14.170	23.092	0.095	0.987	0.993