Research Article
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 |
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