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Table 3 Performance comparison for emotion classification 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 AdaBoost Random forest
  Including ACC sensor (%) Not including ACC sensor (%) Including ACC sensor (%) Not including ACC sensor (%)
Accuracy 75.21 76.17 98.38 93.64
F1 Score 64.12 66.33 97.96 92.44