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

Table 4

Classification accuracies of classifiers applied to extracted features by SE.

Subjects	KNN	LR	DT	LD	GNB	SVM
1	0.71	0.77	0.72	0.78	0.72	0.82
2	0.88	0.93	0.89	0.93	0.93	0.96
3	0.83	0.88	0.87	0.87	0.89	0.92
4	0.79	0.81	0.70	0.81	0.71	0.77
5	0.85	0.90	0.90	0.92	0.96	0.96
6	0.99	0.99	0.96	0.99	0.98	0.99
7	0.94	0.97	0.95	0.97	0.98	0.98
8	0.87	0.87	0.90	0.89	0.91	0.93
9	0.92	0.93	0.89	0.92	0.93	0.97
Average accuracy	0.86	0.89	0.86	0.90	0.89	0.92