Determination of Damage in Reinforced Concrete Frames with Shear Walls Using Self-Organizing Feature Map

Table 7

Statistical results of different SOFM models.

Number	Model	MAE			MSE			RMSE
		Training	Validation	Testing	Training	Validation	Testing	Training	Validation	Testing
1	SOFM1	0.024	0.020	0.024	0.002	0.001	0.001	0.041	0.028	0.033
2	SOFM2	0.048	0.054	0.042	0.005	0.004	0.003	0.072	0.065	0.052
3	SOFM3	0.061	0.063	0.056	0.008	0.007	0.005	0.089	0.085	0.070