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Journal of Healthcare Engineering
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Journal of Healthcare Engineering
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2022
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Article
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Tab 6
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Research Article
Machine Learning Models to Predict In-Hospital Mortality among Inpatients with COVID-19: Underestimation and Overestimation Bias Analysis in Subgroup Populations
Table 6
Ensemble models developed on dataset 3.
ID
Included models
Feature set
Accuracy
Sensitivity
Specificity
Precision
F-score
AUC
1
Table
S10
1
86.10
0.799
0.924
0.914
0.853
0.954
2
Table
S11
2
87.39
0.859
0.889
0.888
0.873
0.954
3
Table
S12
3
87.26
0.831
0.915
0.908
0.867
0.954
4
Table
S13
4
89.13
0.864
0.919
0.916
0.890
0.961