EEG Based Aptitude Detection System for Stress Regulation in Health Care Workers

Table 6

Averaged F1-score, precision, recall, and specificity scores for 250 epochs.

Model	F1-score	Precision	Recall	Specificity
Convolutional neural network	0.82	0.83	0.81	0.77
Decision tree	0.91	0.91	0.92	0.89
K-nearest neighbors	0.90	0.90	0.90	0.87
Long-short-term memory	0.91	0.99	0.85	0.99
Naïve Bayes	0.72	0.64	0.80	0.65
Support vector machine	0.93	0.93	0.93	0.92