Research Article
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 |
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