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

Table 3

Features for the MDD model.

Sl. No	Chosen features
1	Decreased weight within last two weeks
2	Suicidal thoughts
3	Sleeping more than the usual
4	Alarming symptoms
5	Reduction in food intake
6	Anxiousness during work
7	Concentration/decision-making during work
8	Irritated towards work
9	Uneasiness at work
11	Heart rate recorded average from sensors
12	Sleep pattern recorded average from sensors