Skip to main content

Table 4 Performance comparison for stress detection from chest-measured signals

From: Stress detection using deep neural networks

 

Best performance of Schmidt et al

Performance of deep 1D convolutional neural network

ML algorithm

LDA

LDA

 

Including ACC sensor (%)

Not including ACC sensor (%)

Including ACC sensor (%)

Not including ACC sensor (%)

Accuracy

92.83

93.12

99.80

99.14

F1 Score

91.07

91.47

99.67

98.61