Replicability and reproducibility of predictive models for diagnosis of depression among young adults using Electronic Health Records

Table 3 Alternate model performance on replication data test set for M/F by 15–18/19–24 subsets

Model set	LASSO	RF	GB	XGB	Rpart	PRE	Stepwise replication
F 15–18	0.887	0.882	0.891	0.885	0.838	0.890	0.886
F 19–24	0.880	0.880	0.887	0.887	0.848	0.886	0.880
M 15–18	0.881	0.881	0.889	0.886	0.863	0.888	0.882
M 19–24	0.895	0.895	0.898	0.902	0.873	0.898	0.887

ISSN: 2397-7523