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Table 8 Detailed metrics for edge classification—70:30 split

From: A graph neural network framework for mapping histological topology in oral mucosal tissue

 

Precision

Recall

F1

Support

GraphSage (STage 2)—validation set

 Non-crossing edge

0.9795

0.9293

0.9537

20017

 Crossing edge

0.3552

0.6672

0.4636

1169

 Accuracy

  

0.9148

21186

GraphSage (Stage 2)—test set

 Non-crossing edge

0.9810

0.9194

0.9492

45779

 Crossing edge

0.3417

0.7011

0.4594

2733

 Accuracy

  

0.9071

48512

  1. Accuracy measurements in bold