Chinese Journal of Mechanical Engineering

Table 4 Accuracy baseline of ten classifiers (10 and 5 Fold CV)

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

Feature Rank	RF	LDA	QDA	SVM	KNN
5 CV	0.738	0.623	0.724	0.627	0.710
10 CV	0.845	0.715	0.789	0.674	0.830

Feature Rank	NN	NB	Bag	Ada	GBDT
5 CV	0.544	0.742	0.747	0.628	0.734
10 CV	0.637	0.798	0.838	0.733	0.825

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