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Table 4 Performances in F1 score

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