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Detection of type of brain tumor using developed transfer-learned network.
| Class | Classified as | TPR (%) |
FNR (%) |
PPV (%) |
FDR (%) |
Training Time | Validation Accuracy |
||
|---|---|---|---|---|---|---|---|---|---|
| Glioma | Meningioma | Pituitary | |||||||
| Glioma | 157 | 6 | 0 | 96.32 | 3.68 | 95.15 | 4.85 | 13 min 8 s | 95.75% |
| Meningioma | 8 | 151 | 0 | 94.97 | 5.03 | 92.07 | 7.93 | ||
| Pituitary | 0 | 7 | 165 | 95.93 | 4.07 | 100 | 0 | ||
