Table 3.

Lift characteristics of XGBoost classification model

	MHQ <0		MHQ ≥0
Top* % of scores	Recall	Lift	Recall	Lift
5%	0.85	2.7	0.99	1.43
10%	0.79	2.5	0.98	1.42
15%	0.74	2.4	0.97	1.40
20%	0.69	2.2	0.96	1.39
50%	0.67	2.1	0.90	1.30

*Lowest in the case of MHQ <0 and highest in the case of MHQ ≥0.

MHQ, mental health quotient.