Table 8 Model-specific parameters for a confusion matrix of batch size 16
From: Multimodal hybrid convolutional neural network based brain tumor grade classification
Deep learning model | Sensitivity | Specificity | Precision | Accuracy | Recall | F2 score |
|---|---|---|---|---|---|---|
VGG16 | 94.53 | 95.65 | 89.78 | 95.04 | 93.78 | 93.28 |
DenseNet101 | 99.3 | 95.86 | 86.84 | 97.12 | 94.23 | 94.13 |
VGG19 | 95.86 | 99.5 | 99.5 | 99.11 | 98.47 | 97.21 |
DenseNet201 | 94.32 | 98.12 | 94.32 | 97.13 | 96.02 | 96.86 |