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

Table 4.

Performance of the model (Fig. 5) on the ChestX test dataset using pre-trained MobileNetV2

Precision Recall F1-Score
COVID-19 1.00 0.32 0.49
Normal 0.84 0.99 0.91
Pneumonia 0.84 0.87 0.86
Accuracy 0.85
Macro avg 0.89 0.73 0.75
Weighted avg 0.86 0.85 0.83