Table 6 Five-folds CV of the ML classifiers using individual CFCs and CAF on the evaluation data

CFC

ML

Ac (%)

Se (%)

Sp (%)

BER (%)

CFC1

SVM

99.51±0.37

98.07±1.09

99.77±0.24

1.08±0.56

CFC2

SVM

99.56±0.31

98.22±0.86

99.84±0.19

0.96±0.43

CFC3

SVM

99.52±0.30

98.40±1.01

99.71±0.24

0.94±0.52

CFC4

SVM

99.39±0.42

98.15±0.87

99.69±0.32

1.08±0.47

CFC5

SVM

99.53±0.30

98.08±1.18

99.82±0.12

1.05±0.59

CFC6

KNN

99.42±0.38

98.40±0.88

99.68±0.27

0.96±0.46

CAF

SVM

99.41±0.33

98.35±0.98

99.74±0.21

0.95±0.48