Stress detection using deep neural networks

Table 3 Performance comparison for emotion classification from wrist-measured signals

	Best performance of Schmidt et al		Performance of multilayer perceptron neural network
ML algorithm	AdaBoost	Random forest	Performance of multilayer perceptron neural network
	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

ISSN: 1472-6947