Table 1 Comparative performance of Graph Embedding techniques.

From: Enhancing Intelligent HVAC optimization with graph attention networks and stacking ensemble learning, a recommender system approach in Shenzhen Qianhai Smart Community

Embedding Technique

MAP Score

AUC Score

Embedding Time (s)

GAT

0.85

0.92

120

Node2Vec

0.78

0.85

150

DeepWalk

0.75

0.82

160