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Table 9 Top 5 EEG channel achievements on theta rhythm for HA vs LA classification

From: Two-stepped majority voting for efficient EEG-based emotion classification

Top 5 EEG channel achievements

Sensitivity (%)

Specificity (%)

Accuracy (%)

F3

68.75

53.13

62.500

Fc1

75.00

40.63

61.25

Fp2

68.75

65.63

67.50

F4

85.42

37.50

66.25

Fc2

72.92

65.63

70.00

Majority voting

89.58

62.50

78.75