Chinese Journal of Mechanical Engineering

Table 12 10 fold CV of feature set Top 34–71

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

Feature Rank	RF	LDA	QDA	SVM	KNN
Rank1+2	0.902	0.893	0.883	0.752	0.909
Rank2	0.938	0.932	0.946	0.898	0.919
Rank3	0.895	0.900	0.771	0.719	0.852
Rank4	0.900	0.888	0.865	0.851	0.905

Feature Rank	NN	NB	Bag	Ada	GBDT
Rank1+2	0.615	0.856	0.911	0.550	0.875
Rank2	0.697	0.919	0.925	0.510	0.905
Rank3	0.641	0.731	0.867	0.619	0.832
Rank4	0.766	0.854	0.905	0.556	0.796

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