Safety Monitoring of a Super-High Dam Using Optimal Kernel Partial Least Squares

Table 2

Mean square error of the MLR, PLS, KPLS, and OKPLS models.

Monitoring point								Average
MLR	Fitting	0.008	0.109	0.533	0.686	0.794	1.547	0.613
	Forecast	0.293	2.558	1.886	2.535	2.908	7.320	2.917
PLS	Fitting	0.020	0.212	0.992	0.926	1.063	2.264	0.913
	Forecast	0.051	0.631	0.363	1.050	0.922	5.563	1.430
KPLS	Fitting	0.003	0.053	0.162	0.318	0.361	0.564	0.244
	Forecast	0.075	1.225	1.514	0.759	1.032	1.465	1.011
OKPLS	Fitting	0.002	0.014	0.077	0.064	0.086	0.202	0.074
	Forecast	0.020	0.010	0.212	0.261	0.009	0.027	0.090