Table 7.

Model training hyperparameters

Outcome	Model	Hyperparameters
Infected	XGB	nrounds = 50, max_depth = 10, eta = 0.15, gamma = 0
	DT	cp = .002
	RF	mtry = 16
	SVM	sigma = 2.44 × 10–4, C = 8
Death	XGB	nrounds = 100, max_depth = 8, eta = 0.15, gamma = 0
	DT	cp = .05
	RF	mtry = 16
	SVM	sigma = 1.25 × 10–1, C = 8
Ventilation	XGB	nrounds = 150, max_depth = 2, eta = 0.15, gamma = 0
	DT	cp = .02
	RF	mtry = 64
	SVM	sigma = 1.56 × 10–2, C = 64
Days Hospitalized	XGB	nrounds = 50, max_depth = 6, eta = 0.15, gamma = 0
	DT	cp = .002
	RF	mtry = 32
	SVM	sigma = 2.44 × 10–4, C = 32
Days in ICU	XGB	nrounds = 50, max_depth = 6, eta = 0.15, gamma = 0
	DT	cp = .05
	RF	mtry = 16
	SVM	sigma = 2.44 × 10–4, C = 8