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Table 2 Comparison of the average TP, average FP rates, average T P F P MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaadaWcaaqaaiabdsfaujabdcfaqbqaaiabdAeagjabdcfaqbaaaaa@3154@ and the average number of features.

From: Application of a hybrid wavelet feature selection method in the design of a self-paced brain interface system

Subject ID

Test Set (Current Study)

Number of features (Current Study)

Test Set ([42])

Number of Features ([42])

 

TP

FP

T P F P MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaadaWcaaqaaiabdsfaujabdcfaqbqaaiabdAeagjabdcfaqbaaaaa@3154@

 

TP

FP

T P F P MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaadaWcaaqaaiabdsfaujabdcfaqbqaaiabdAeagjabdcfaqbaaaaa@3154@

 

AB1

66.96 (4.79)

0.99 (0.39)

67.64

30.6 (1.14)

67.80 (1.4)

2.0

33.90

6

AB2

73.34 (2.63)

1.40 (0.42)

52.39

29.2 (3.27)

74.0 (1.7)

2.0

37.0

6

AB3

33.08 (14.03)

3.88 (1.04)

8.53

23.4 (2.41)

64.0 (1.3)

2.0

32.0

6

AB4

56.10 (4.90)

1.41 (0.75)

39.79

27.0 (2.83)

73.1 (1.8)

2.0

36.55

6

Average

57.37

1.92

29.88

27.55

69.73

2.0

34.86

6