Walk-Through Corrosion Assessment of Slurry Pipeline Using Machine Learning

Table 4

Result models with feature selection.

Models	Training set
	RMSE
SVM	0.016	0.735
GBM	0.017	0.707
RF	0.017	0.725
KNN	0.027	0.274
MLP	0.027	0.074