BMC Medical Informatics and Decision Making

Table 5 10-fold cross validation performances of Approaches3

From: A machine learning approach for predicting high risk hospitalized patients with COVID-19 SARS-Cov-2

ML Model	Accuracy	Precision	Recall	F-measure	Roc Area
BN	79.733	0.824	0.797	0.801	0.877
LR	80.9466	0.810	0.809	0.810	0.873
KNN	75.2427	0.752	0.752	0.752	0.813
SVM	79.9757	0.802	0.800	0.801	0.792
VP	69.4175	0.707	0.694	0.649	0.678
RF	79.4903	0.804	0.795	0.797	0.871
Adaboost M1	76.5777	0.785	0.766	0.769	0.837
Bagging	80.3398	0.813	0.803	0.806	0.866

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ISSN: 1472-6947

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