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. 2021 Feb 2;51(5):3026–3043. doi: 10.1007/s10489-020-01978-9

Table 5.

Performance of the model (Fig. 5) on the ChestX test dataset using pre-trained VGG19

Precision Recall F1-Score
COVID-19 0.93 0.87 0.90
Normal 0.91 0.96 0.93
Pneumonia 0.95 0.91 0.93
Accuracy 0.93
Macro avg 0.93 0.91 0.92
Weighted avg 0.93 0.93 0.93