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 | 0.958 | 0.950 | 0.950 | 0.950 | 0.957 | 0.950 | 0.951 |
ANN | 0.948 | 0.944 | 0.935 | 0.942 | 0.961 | 0.950 | 0.930 |
KNN | 0.951 | 0.947 | 0.945 | 0.944 | 0.958 | 0.938 | 0.949 |
DT | 0.959 | 0.950 | 0.949 | 0.950 | 0.960 | 0.950 | 0.950 |
Ensemble | 0.976 | 0.964 | 0.963 | 0.964 | 0.975 | 0.961 | 0.964 |