Skip to main content

Table 4 2-Layer LSTM RNN classification accuracy and trait anxiety per participant

From: Evaluating deep learning EEG-based mental stress classification in adolescents with autism for breathing entrainment BCI

Participant

2-Layer LSTM RNN classification accuracy (%)

STAI-C trait anxiety score

L2

92.83

37

L3

92.83

32

L4

93.72

24

L5

93.69

30

L6

92.57

33

L7

93.72

32

L8

93.97

46

T1

92.83

25

T2

93.08

37

T4

93.47

42

T5

93.24

28