Signal

Number of features

Number of best features

Best RA/%

Average RA/%

PSO-SVM

PSO-SVM (Subtracted by baseline)

PSO-SVM

PSO-SVM

(Subtracted by baseline)

PSO-SVM

PSO-SVM

(Subtracted by baseline)

BP

3

2

1

83.33

100.00

72.22

94.44

HR

6

2

2

83.33

83.33

50.00

83.33

RR

6

1

2

83.33

83.33

77.78

83.33

PR

6

1

1

83.33

83.33

83.33

83.33

SpO₂

6

1

1

83.33

83.33

83.33

83.33

ALL

27

5

6

100.00

100.00

88.89

94.44