Table 5.

Results for Burnout vs. Depression—Dataset 4 (BD).

Model	Mean CV Accuracy	Mean CV F1	Test Accuracy	Test F1
Logistic regression	0.87	0.87	0.84	0.82
SVM Linear	0.84	0.85	0.82	0.78
SVM RBF	0.84	0.85	0.78	0.77
SVM Poly degree 3	0.59	0.42	0.65	0.43
SVM Sigmoid	0.82	0.82	0.78	0.76
Random Forest	0.85	0.86	0.81	0.80

The mean CV statistics are computed by taking an average of overall 10 folds CV during training.