Performance Assessment of Certain Machine Learning Models for Predicting the Major Depressive Disorder among IT Professionals during Pandemic times

Table 6

Performance analysis of deep-MLP with other machine learning models.

Models	Accuracy	Sensitivity	Specificity	F-measure
SVM (linear)	0.862	0.824	0.871	0.863
Random forest	0.849	0.807	0.878	0.881
Ensemble (SVM, random forest)	0.905	0.877	0.896	0.907
Deep-MLP	0.988	0.924	0.947	0.965