Table 1 Performance of motif-based clustering on the US-POLITICAL-BLOGS network
From: Motif-based spectral clustering of weighted directed networks
Motif | ARI | Number of clustered vertices | NMI | Percentage error |
|---|---|---|---|---|
\(\mathcal {M}_{\mathrm {s}}\) | 0.00 | 1222 | 0.00 | 48.2% |
\(\mathcal {M}_{3}\) | 0.90 | 586 | 0.83 | 2.6% |
\(\mathcal {M}_{8}\) | 0.84 | 1160 | 0.75 | 4.1% |