From: Developing a hybrid algorithm to detect brain tumors from MRI images
Sensitivity | Specificity | PPV | NPV | Accuracy | |
---|---|---|---|---|---|
Fine KNN | 90% | 90% | 94.7% | 81.8 | 90% |
Cosine KNN | 100% | 70% | 87% | 100% | 90% |
MG-SVM | 90% | 100% | 100% | 83.3% | 93.3% |
Hybrid classifier | 100% | 90.9% | 95% | 100% | 96.7% |