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

Table 2

Features of data samples.

Sl. No	Features
1	Age
2	Gender
3	Falling asleep during work
4	Reduction in food intake
5	Increase in food intake
6	Untime wakeup
7	Ability to enjoy with the team
8	Bad mood frequency
9	Irritated towards work
10	Uneasiness at work
11	Any relation between mood and time at work
12	Weight decreased recently
13	Weight increased recently
14	Sleeping more than the usual
15	Anxiousness during work
16	Concentration/decision-making during work
17	View of my future at my work place
18	Suicidal thoughts
19	Symptoms in body language
20	Alarming symptoms
21	Heart rate recorded average from sensors
22	Sleep pattern recorded average from sensors