Transfer Learning to Detect COVID-19 Automatically from X-Ray Images Using Convolutional Neural Networks

Table 4

Parameters of different classification models for all classes with the best value in bold (%).

Classifier	Acc		MCC	PPV	Spc	Sen
InceptionV3	97.43	96.22	94.26	96.34	98.04	96.29
Xception	97.86	96.64	95.21	96.54	98.45	96.87
InceptionResNetV2	93.00	90.70	86.38	91.27	95.37	90.36
MobileNet	98.29	97.39	96.13	97.26	98.74	97.56
VGG16	98.29	97.44	96.11	97.34	98.72	97.57
DenseNet169	95.71	93.82	90.26	93.72	96.70	93.95
NasNetLarge	97.00	95.22	93.20	95.25	97.77	95.24
DenseNet121	95.93	93.60	90.75	94.00	96.87	93.32