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Table 2 Performance comparison for emotion classification 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 AdaBoost
  Including ACC sensor (%) Not including ACC sensor (%) Including ACC sensor (%) Not including ACC sensor (%)
Accuracy 76.50 80.34 99.55 97.48
F1 Score 72.49 72.51 99.46 96.82