Research Article

Modified Support Vector Machine for Detecting Stress Level Using EEG Signals

Table 2

Effectiveness of different technique for overall subjects.

TechniquesAccuracySensitivitySpecificityF1 score

MBPSO + MWOA + SVM0.9896370.4973820.9896910.989583
MBPSO + WOA + SVM0.9481870.4972680.9684210.947917
PSO + MWOA + SVM0.9170980.5084750.9157890.918367
MBPSO + SVM0.8520410.5089820.8631580.854271