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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