Table 2 Performance comparison for emotion classification from chest-measured signals
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 |