Chinese Journal of Mechanical Engineering

Table 6 Testing results of different features rank (10 Fold CV)

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	0.918	0.889	0.778	0.871	0.896
Rank3	0.921	0.808	0.120	0.748	0.774
Rank4	0.902	0.893	0.883	0.752	0.909

Feature Rank	NN	NB	Bag	Ada	GBDT
Rank1+2	0.797	0.860	0.911	0.699	0.933
Rank2	0.293	0.854	0.921	0.705	0.914
Rank3	0.669	0.801	0.812	0.601	0.902
Rank4	0.615	0.856	0.894	0.550	0.875

Back to article page