Table 2 Evaluation of our model and transferred model
From: Accuracy of machine learning for differentiation between optic neuropathies and pseudopapilledema
Our Model | Inception V3 | ResNet | VGG | |||||
|---|---|---|---|---|---|---|---|---|
Ensemble Accuracy | AUROC | Ensemble Accuracy | AUROC | Ensemble Accuracy | AUROC | Ensemble Accuracy | AUROC | |
Training Data | 100% | 1.0 | 100% | 1.0 | 100% | 1.0 | 100% | 1.0 |
Validation Data | 96.35% | 0.989 | 98.18% | 0.993 | 98.18% | 0.996 | 97.81% | 0.996 |
Test Data | 95.89% | 0.992 | 96.35% | 0.997 | 98.63% | 0.999 | 96.80% | 0.999 |