Implementation of Genetic Algorithm Integrated with the Deep Neural Network for Estimating at Completion Simulation

Table 2

The numerical evaluation indicators for the DNN and SVR predictive models “stand-alone versions” over the testing modeling phase.

Predictive models	RMSE	MAE	MRE	NSE	SI	BIAS	WI
DNN	0.1303	0.0778	5.7468	0.4964	0.8313	0.0162	0.7419
SVR	0.1360	0.0857	11.4615	0.4514	0.8676	-0.0026	0.6931