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Table 5 Performances in accuracy

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