Stress Classification on SWELL-KW
88.6AccuracyCNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CNNSignals=HRV, Protocol=random†2026.05 | 88.6 | — | |
| Decision Tree/RFSignals=HRV, Protocol=k-fold†2026.05 | 74.8 | — | |
| Proposed (CNN-LSTM, MTL)Signals=IBI+HRV+EDA, Protocol=LOSO‡2026.05 | — | 70 | |
| RFSignals=HRV+EDA, Protocol=LOSO‡2026.05 | — | 42.5 |