Table 2.

Estimation of clinical threshold detection severity results on the held-out test set for the different considered dimensions of mental health (classification).

Dimensions of mental health	F1-scorea
PHQ-9b	0.49
GAD-7c	0.50
BDId	0.65
AISe	0.62
MFIf general fatigue	0.66
MFI physical fatigue	0.54
MFI reduced activity	0.52
MFI mental fatigue	0.53
MFI reduced motivation	0.43
MFI total fatigue score	0.69

^aHigher F₁-score is better, and 1 is perfect.

^bPHQ-9: Patient Health Questionnaire-9.

^cGAD-7: General Anxiety Disorder 7-item scale.

^dBDI: Beck Depression Inventory.

^eAIS: Athens Insomnia Scale.

^fMFI: Multidimensional Fatigue Inventory.