Table 5.

Performance characteristics by categories of determinants used

Combination	AUC	CA	F1 Score	Precision	Recall
Demographic1 (age, gender, language)	0.74	0.75	0.72	0.72	0.75
Demographic1+Traumas	0.77	0.76	0.74	0.74	0.76
Demographics2 (age; gender, language; education; employment)	0.77	0.76	0.74	0.74	0.76
Demographics2 Lifestyle (exercise, sleep, socialising)	0.82	0.79	0.78	0.78	0.79
Demographics2+Lifestyle + Traumas	0.82	0.80	0.78	0.78	0.80
Demographics2+Lifestyle + Traumas+Medical Conditions	0.83	0.80	0.78	0.78	0.80
Demographics2+Lifestyle + Traumas+Medical Conditions+Substance Use	0.83	0.80	0.79	0.79	0.80
Lifestyle	0.72	0.75	0.71	0.72	0.75
Lifestyle+Traumas	0.75	0.76	0.73	0.74	0.76
Lifestyle+Number of Traumas	0.73	0.75	0.71	0.73	0.75
Lifestyle+Number of Traumas+Traumas	0.75	0.76	0.73	0.74	0.76
Traumas	0.65	0.74	0.68	0.71	0.74
Traumas+Lifestyle (exercise)	0.69	0.75	0.69	0.72	0.75
Traumas+Lifestyle (exercise+sleep)	0.73	0.76	0.72	0.73	0.76
Traumas+Lifestyle (exercise+sleep + socialising)	0.75	0.76	0.73	0.74	0.76

AUC, area under the ROC curve; CA, classification accuracy.