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Table 6 Comparison of the best classifier model proposed in this work with the ones presented in literature, that distinguish among A-phases subtypes

From: A knowledge discovery methodology from EEG data for cyclic alternating pattern detection

Method

Publication

Specificity

Sensitivity

AC (%)

WAC (%)

(B-phase)

A1

A2

A3

DA

This work

73

66

37

18

68

49

k-NN

This work

71

59

31

16

70

46

SVM

This work

76

58

44

24

71

51

MMSD

[10]

89

51

6.5

79

49

[11]

79

57

10

72

49