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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