Walk-Through Corrosion Assessment of Slurry Pipeline Using Machine Learning

Table 2

Result of the models with all variables.

Models	Training set
	RMSE
SVM	0.018	0.667
GBM	0.018	0.672
RF	0.017	0.715
KNN	0.021	0.504
MLP	0.026	0.182