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

Table 3

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

Classifiers	Confusion matrix			Parameter evaluation
KNN		Close	Open	Precision	Recall	F1-score
	Close	35	1	0.92	0.97	0.94
	Open	3	34	0.96	0.91	0.93
LR		Close	Open	Precision	Recall	F1-score
	Close	36	1	0.97	0.97	0.97
	Open	1	36	0.97	0.97	0.97
DT		Close	Open	Precision	Recall	F1-score
	Close	34	3	0.94	0.92	0.94
	Open	2	35	0.92	0.95	0.93
LD		Close	Open	Precision	Recall	F1-score
	Close	36	1	0.97	0.97	0.97
	Open	1	36	0.97	0.97	0.97
GNB		Close	Open	Precision	Recall	F1-score
	Close	35	1	0.84	0.97	0.89
	Open	9	28	0.95	0.76	0.82
SVM		Close	Open	Precision	Recall	F1-score
	Close	35	1	0.97	0.97	0.96
	Open	3	34	0.97	0.97	0.97