Table 4.

Ablation study regarding GNN layer and FFN block.

Ablation Study 1: Altering the GNN Layer
Configuration No.	GNN Layer	Test Accuracy (%)	Finding
1	1	95.38	Accuracy dropped
2	2	97.35	Highest Accuracy
3	3	96.67	Accuracy dropped
Ablation Study 2: Altering the FFN Block
Configuration No.	FFN Block	Test Accuracy (%)	Finding
1	2	96.27	Accuracy dropped
2	3	97.35	Previous Accuracy
3	4	97.13	Accuracy dropped
4	5	98.79	Highest Accuracy
5	6	97.48	Accuracy Improved