From: Detecting depression using an ensemble classifier based on Quality of Life scales
Models | \(\mathbb {D}_{o}\) | \(\mathbb {D}_{ph}\) | \(\mathbb {D}_{r}\) | \(\mathbb {D}_{s}\) | \(\mathbb {D}_{m}\) | \(\mathbb {D}_{pa}\) | \(\mathbb {D}_{g}\) |
---|---|---|---|---|---|---|---|
SVM | 0.921 | 0.904 | 0.904 | 0.904 | 0.919 | 0.904 | 0.907 |
ANN | 0.905 | 0.895 | 0.879 | 0.892 | 0.928 | 0.904 | 0.873 |
KNN | 0.908 | 0.900 | 0.896 | 0.895 | 0.923 | 0.886 | 0.904 |
DT | 0.924 | 0.905 | 0.904 | 0.905 | 0.926 | 0.904 | 0.906 |
Ensemble | 0.954 | 0.931 | 0.929 | 0.931 | 0.953 | 0.925 | 0.931 |