Chinese Journal of Mechanical Engineering

Table 8 10 fold CV of feature set Top 13

From: Vote-Based Feature Selection Method for Stratigraphic Recognition in Tunnelling Process of Shield Machine

Feature Rank	RF	LDA	QDA	SVM	KNN
Rank1+2	0.926	0.894	0.784	0.871	0.902
Rank2	0.938	0.733	0.081	0.672	0.806
Rank3	0.913	0.901	0.750	0.799	0.883
Rank4	0.980	0.873	0.302	0.821	0.839

Feature Rank	NN	NB	Bag	Ada	GBDT
Rank1+2	0.797	0.860	0.921	0.705	0.932
Rank2	0.784	0.754	0.882	0.798	0.866
Rank3	0.673	0.841	0.911	0.707	0.916
Rank4	0.776	0.777	0.881	0.869	0.927

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