Table 1 Summary of synthetic datasets
From: Unsupervised network embeddings with node identity awareness
DATASET | Type of network | Properties | True clusters |
|---|---|---|---|
ER | Erdős-Rényi | Different average degrees | 3 |
Mixed | ER - Power law | Different models, same average degree | 2 |
LFR | Power law | Strong vs weak communities strength | 2 |
Dynamic | Erdős-Rényi | Perturbation mechanism: rewiring, adding and removing % edges | 3 |