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. 2021 Sep 3;21(17):5940. doi: 10.3390/s21175940

Table 8.

The confusion matrices resulting from the customized VGG-16 model. Positive refers to confirmed COVID-19 case.

(a) Public Dataset
Predicted diagnosis
Positive Negative
Actual Positive 164 3
Negative 11 306
(b) Fused Public and Local Datsets
Predicted diagnosis
Positive Negative
Actual Positive 236 2
Negative 5 312
(c) Public Dataset for Training and Local Dataset for Testing
Predicted diagnosis
Positive Negative
Actual Positive 360 8
Negative 11 306
(d) Fused Dataset for Training and Local Dataset for Testing
Predicted diagnosis
Positive Negative
Actual Positive 366 2
Negative 5 312