Research Article
Classifying Driving Fatigue by Using EEG Signals
Table 3
Classification accuracy using different training samples (%).
| | Subject 1 | Subject 2 | Subject 3 | Subject 4 | Subject 5 | Subject 6 |
| KNN | 72.32 | 71.47 | 89.25 | 93.17 | 73.85 | 70.79 | SVM | 77.25 | 74.67 | 88.32 | 94.83 | 63.29 | 73.33 | ELM | 70.85 | 66.83 | 86.25 | 88.77 | 58.25 | 67.75 | HELM | 78.17 | 81.08 | 89.24 | 89.38 | 71.78 | 74.24 | PSO-HELM | 78.91 | 83.85 | 91.25 | 91.78 | 73.33 | 76.75 |
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