Table 4 Confusion matrix
From: A comparative study of multiple neural network for detection of COVID-19 on chest X-ray
Model | Validation | Testing | ||||||
|---|---|---|---|---|---|---|---|---|
TP | TN | FP | FN | TP | TN | FP | FN | |
VGG16 | 276 | 276 | 0 | 0 | 157 | 4210 | 40 | 0 |
VGG19 | 276 | 276 | 0 | 0 | 157 | 4214 | 36 | 0 |
DenseNet121 | 276 | 276 | 0 | 0 | 156 | 4228 | 22 | 1 |
Inception-ResNet-V2 | 276 | 276 | 0 | 0 | 156 | 4172 | 78 | 1 |
InceptionV3 | 276 | 274 | 2 | 0 | 155 | 4206 | 44 | 2 |
Resnet50 | 275 | 276 | 0 | 1 | 156 | 4221 | 29 | 1 |
Xception | 274 | 274 | 2 | 2 | 155 | 4179 | 71 | 2 |