Research Article
Classification of Physiology Indicators for the Automatic Detection of Potentially Hazardous Physiological States
Table 4
Training and evaluation results for the detection of sleep deprivation (SD) using all available features.
| | Condition SD | Training | Testing | | FRR | FAR | HTER | FRR | FAR | HTER |
| | SVM | 0% | 10.28% | 5.14% | 25% | 39.58% | 32.29% | | FES | 26.85% | 25.55% | 25.7% | 38.88% | 37.5% | 38.19% | | NN | 45.37% | 12.50% | 28.94% | 41.66% | 39.58% | 40.62% | | GMM | 1.25% | 15.55% | 8.4% | 27.78% | 45.83% | 36.58% |
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