Walk-Through Corrosion Assessment of Slurry Pipeline Using Machine Learning

Table 5

Result models with feature selection by PCA.

Models	Training set
	RMSE
SVM	0.018	0.66
GBM	0.02	0.51
RF	0.019	0.61
KNN	0.019	0.55