Graph SHQIP NSL - Best AUC Combinations Matrix

Feature	GAT	GCN	GraphSAGE	GraphTransformer
constant	0.6829	0.7320	0.6358	0.5004
laplacian	0.6772	0.7199	0.6405	0.5601
lda_full	0.6829	0.7198	0.7022	0.6054
lda_top1k	0.6815	0.7279	0.6862	0.6192
ne	0.6777	0.7181	0.6486	0.5405
one_hot	0.7601	0.8207	0.7092	0.7339
user_features	0.6867	0.7210	0.6459	0.5255

Note: Values represent the best AUC-ROC scores for each Feature-Encoder combination across all train/test splits.

Color Coding: Green (High AUC) | Yellow (Medium AUC) | Orange (Low AUC)