Predicting Shear Strength in FRP-Reinforced Concrete Beams Using Bat Algorithm-Based Artificial Neural Network

Table 5

Statistics of the Top 10 ANNs based on the test data.

Num	Network designation	MSE	R	ME	MAE	RMSE
1	ANN-bat 2L (12-5)	1934.757	0.987	8.020	23.602	43.986
2	ANN-bat 2L (10-4)	3146.645	0.973	17.807	30.538	56.095
3	ANN-bat 2L (7-3)	3309.031	0.966	14.047	32.031	57.524
4	ANN-bat 2L (9-3)	2910.475	0.958	11.828	34.168	53.949
5	ANN-bat 2L (8-5)	3959.096	0.950	15.291	37.785	62.921
6	ANN-bat 2L (10-4)	9105.949	0.918	26.401	45.563	95.425