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Table 4 Performances of different methods in session-to-session transfers on BCI competition IV dataset IIb

From: Time-frequency optimization for discrimination between imagination of right and left hand movements based on two bipolar electroencephalography channels

     

κ values for subjects

 

Mean

 

# E

1

2

3

4

5

6

7

8

9

κ

TFDF

4

0.44

0.24

0.25

0.93

0.86

0.70

0.55

0.85

0.75

0.62

F score

4

0.39

0.25

0.13

0.93

0.88

0.63

0.55

0.88

0.78

0.60

Without CSP

6

0.40

0.24

0.18

0.94

0.39

0.66

0.52

0.81

0.68

0.53

With CSP

6

0.28

0.13

0.11

0.47

0.56

0.13

0.58

0.76

0.67

0.42

FBCSP (first) [17]

6

0.40

0.21

0.22

0.95

0.86

0.61

0.56

0.85

0.74

0.60

CSSD (second) [30]

6

0.43

0.21

0.14

0.94

0.71

0.62

0.61

0.84

0.78

0.58

NTSPP (third) [30]

6

0.19

0.12

0.12

0.77

0.57

0.49

0.38

0.85

0.61

0.46

  1. Best scores are indicated in italics.