BMC Medical Informatics and Decision Making

Table 3 Metrics of machine learning models for two most common outcomes on dataset1

From: Maintaining proper health records improves machine learning predictions for novel 2019-nCoV

Outcome	Metric	AdaBoost	Bagging	Extra-Trees	Decision Tree	k-NN
Alive	Precision	0.95	0.95	0.94	0.95	0.95
	Recall	0.96	0.97	0.97	0.97	0.95
	F1-Score	0.95	0.96	0.95	0.96	0.95
Death	Precision	0.45	0.50	0.44	0.50	0.42
	Recall	0.38	0.38	0.31	0.38	0.38
	F1-Score	0.42	0.43	0.36	0.43	0.40
	Accuracy	0.60	0.92	0.91	0.91	0.91

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ISSN: 1472-6947

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