Conjugate Cellular Automata and Neural Network Approach: Failure Load Prediction of Masonry Panels

Table 6

Statistical analysis of failure load prediction between YL, FEA, and NN methods.

Method	RMSE		MAPE				IAE (%)
	I	II	I	II	I	II	I	II
YL	3.70141	—	0.30980	—	0.29780	—	37.44	—
FEA	1.88856	1.75044	0.20362	0.19005	0.81719	0.83673	18.86	18.33
NN	1.14336	1.06020	0.18886	0.17579	0.933	0.94011	12.07	11.81

Note: I, calculated for 47 panels with YL; II, calculated for all 55 panels without YL.