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Table 5 Performance comparison for stress detection from wrist-measured signals

From: Stress detection using deep neural networks

 

Best performance of Schmidt et al

Performance of multilayer perceptron neural network

ML algorithm

Random forest

Random forest

 

Including ACC sensor (%)

Not including ACC sensor (%)

Including ACC sensor (%)

Not including ACC sensor (%)

Accuracy

87.12

88.33

99.65

97.62

F1 score

84.11

86.10

99.42

96.18