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

Table 8.

Performance of the model (Fig. 5) on the ChestX test dataset using pre-trained DenseNet201

Precision Recall F1-Score
COVID-19 0.81 0.42 0.55
Normal 0.85 0.96 0.90
Pneumonia 0.84 0.86 0.85
Accuracy 0.84
Macro avg 0.84 0.75 0.77
Weighted avg 0.84 0.84 0.83