[Retracted] Classification of Resting-State Status Based on Sample Entropy and Power Spectrum of Electroencephalography (EEG)

Table 5

Confusion matrix and parameter evaluation of classifiers applied to extracted features by SE.

Classifiers	Confusion matrix			Parameter evaluation
KNN		Close	Open	Precision	Recall	F1-score
	Close	90	2	0.82	0.97	0.89
	Open	22	69	0.96	0.77	0.85
LR		Close	Open	Precision	Recall	F1-score
	Close	83	9	0.89	0.90	0.89
	Open	10	81	0.90	0.89	0.89
DT		Close	Open	Precision	Recall	F1-score
	Close	79	13	0.89	0.86	0.86
	Open	11	80	0.86	0.89	0.87
LD		Close	Open	Precision	Recall	F1-score
	Close	85	8	0.89	0.92	0.90
	Open	11	80	0.92	0.88	0.90
GNB		Close	Open	Precision	Recall	F1-score
	Close	84	8	0.90	0.91	0.90
	Open	10	81	0.90	0.89	0.89
SVM		Close	Open	Precision	Recall	F1-score
	Close	87	5	0.92	0.94	0.93
	Open	9	82	0.94	0.91	0.92