Table 3.

Performance of models inferring SDH labels using 5-fold cross-validation

Algorithm	Label	Precision	Recall	F1	Support
SVM	General financial insecurity	0.51	0.91	0.66	69
	Employment/income insecurity	0.66	0.81	0.73	98
	Housing insecurity	0.62	0.89	0.73	83
	Poor social support	0.7	0.97	0.82	89
	Insurance insecurity	0.62	0.84	0.71	73
	Food insecurity	0.92	0.82	0.87	44
Xgboost	General financial insecurity	0.84	0.71	0.77	69
	Employment/income insecurity	0.85	0.76	0.8	98
	Housing insecurity	0.88	0.69	0.77	83
	Poor social support	0.85	0.93	0.89	89
	Insurance insecurity	0.81	0.75	0.78	73
	Food insecurity	0.93	0.86	0.89	44
KNN	General financial insecurity	0.66	0.33	0.44	69
	Employment/income insecurity	0.76	0.3	0.43	98
	Housing insecurity	0.53	0.12	0.2	83
	Poor social support	0.68	0.46	0.55	89
	Insurance insecurity	0.56	0.3	0.39	73
	Food insecurity	1	0.59	0.74	44
RF	General financial insecurity	0.78	0.42	0.55	69
	Employment/income insecurity	0.78	0.29	0.42	98
	Housing insecurity	0.83	0.23	0.36	83
	Poor social support	0.8	0.57	0.67	89
	Insurance insecurity	0.7	0.1	0.17	73
	Food insecurity	1	0.34	0.51	44