Table 9 Detailed metrics for the full pipeline—70:30 split
From: A graph neural network framework for mapping histological topology in oral mucosal tissue
| Â | Precision | Recall | F1 | Support |
|---|---|---|---|---|
Full pipeline (stages 1 + 2)—test set | ||||
 Non-crossing edge | 0.9794 | 0.8944 | 0.9350 | 55629 |
 Crossing edge | 0.2318 | 0.6288 | 0.3387 | 2818 |
 Accuracy |  |  | 0.8816 | 58447 |