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

Table 7.

Performance of the model (Fig. 5) on the ChestX test dataset using pre-trained InceptionV3

Precision Recall F1-Score
COVID-19 0.48 0.94 0.63
Normal 0.83 0.85 0.84
Pneumonia 0.96 0.65 0.77
Accuracy 0.77
Macro avg 0.75 0.81 0.75
Weighted avg 0.84 0.77 0.78