Research Article
Modified Support Vector Machine for Detecting Stress Level Using EEG Signals
Table 2
Effectiveness of different technique for overall subjects.
| Techniques | Accuracy | Sensitivity | Specificity | F1 score |
| MBPSO + MWOA + SVM | 0.989637 | 0.497382 | 0.989691 | 0.989583 | MBPSO + WOA + SVM | 0.948187 | 0.497268 | 0.968421 | 0.947917 | PSO + MWOA + SVM | 0.917098 | 0.508475 | 0.915789 | 0.918367 | MBPSO + SVM | 0.852041 | 0.508982 | 0.863158 | 0.854271 |
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