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Table 7 The proposed model (DL) is compared with other models

From: Prognosis patients with COVID-19 using deep learning

Algorithms

Key performance indicators (KPI) algorithm

MPCD

Recall

F2 score

Precision

AUC

Accuracy

DL

0.93

1

0.93

0.91

0.93

0.95

RF

0.88

0.95

0.89

0.9

0.89

0.93

SVM

0.77

0.91

0.87

0.85

0.87

0.89

ANN

0.78

0.89

0.9

0.87

0.88

0.90

XGBoost

0.81

0.93

0.94

0.90

0.90

0.91

LR

0.76

0.90

0.87

0.88

0.86

0.89