Pattern Recognition Techniques Applied to Biomedical Problems by Martha Refugio Ortiz-Posadas

Author:Martha Refugio Ortiz-Posadas
Language: eng
Format: epub
ISBN: 9783030380212
Publisher: Springer International Publishing

Performance indices

SVM hyperparameters

Se (%)

Sp (%)

Ex (%)

Er (%)

C

Sigma

Multichannel: all the channels

66.29

83.63

75

25

8

2.8284

Multichannel: channels 4, 5, 6, and 7

79.62

61.51

70

30

2

6.498

ICA: all the channels

44.44

77.57

61.66

38.33

5.27

9.84

ICA: channels 4, 5, 6, and 7

48.51

77.57

63.33

36.66

0.0312

8

Table 4Performance indices for the pre-nausea segmentation

Performance indices

SVM hyperparameters

Se (%)

Sp (%)

Ex (%)

Er (%)

C

Sigma

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