Chinese Journal of Mechanical Engineering

Table 7 5 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	0.867	0.878	0.682	0.848	0.844
Rank2	0.821	0.631	0.081	0.622	0.718
Rank3	0.865	0.879	0.723	0.739	0.818
Rank4	0.921	0.808	0.278	0.748	0.770

Feature Rank	NN	NB	Bag	Ada	GBDT
Rank1+2	0.826	0.786	0.830	0.702	0.873
Rank2	0.639	0.689	0.764	0.802	0.766
Rank3	0.664	0.761	0.795	0.713	0.852
Rank4	0.767	0.755	0.816	0.678	0.855

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