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

Table 2

The evaluations of the predictive models through training phase: second case study in Erbil state.

Model	MAE	RMSE	MAPE	R	Md
ELM	31.595	45.222	0.123	0.968	0.983
GPR	37.719	49.512	0.184	0.961	0.980
QRF	26.690	39.933	0.103	0.975	0.987
GBM	13.645	20.509	0.058	0.994	0.997