Table 3.

Model parameters for best performing XGBoost models.

Best models-XGBoost
Parameter	VRE	CRE	MRSA	MDRO
colsample_bytree	0.8	0.8	0.8	0.8
gamma	0	0	0	0
learning_rate	0.05	0.05	0.05	0.05
max_depth	5	5	5	5
min_child_weight	1	1	1	1
n_estimators	200	200	200	200
nthread	4	4	4	4
objective	binary:logistic	binary:logistic	binary:logistic	binary:logistic
seed	1337	1337	1337	1337
subsample	0.8	0.8	0.8	0.8
Threshold Bound	0.15	0.015	0.10	0.30