Chinese Journal of Mechanical Engineering

Table 11 5 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	0.799	0.833	0.746	0.641	0.798
Rank2	0.878	0.890	0.862	0.846	0.892
Rank3	0.854	0.874	0.772	0.699	0.809
Rank4	0.804	0.804	0.759	0.727	0.810

Feature Rank	NN	NB	Bag	Ada	GBDT
Rank1+2	0.625	0.751	0.810	0.529	0.804
Rank2	0.603	0.852	0.900	0.595	0.854
Rank3	0.575	0.681	0.774	0.576	0.841
Rank4	0.723	0.755	0.810	0.515	0.765

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