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Table 2 ARI scores for regularized traditional and motif-based spectral clustering on the US-POLITICAL-BLOGS network

From: Motif-based spectral clustering of weighted directed networks

\(\frac {\tau }{\bar {d}}\)

10

5

2

1

0.5

0.2

0.1

0.05

0.02

0.01

0.005

0.002

0.001

\(\mathcal {M}_{\mathrm {s}}\)

0.08

0.14

0.28

0.36

0.49

0.81

0.80

0.81

0.81

0.82

0.82

0.00

0.00

\(\mathcal {M}_{3}\)

0.00

0.00

0.01

0.02

0.04

0.10

0.14

0.17

0.24

0.25

0.25

0.00

0.00

\(\mathcal {M}_{8}\)

0.05

0.07

0.13

0.28

0.49

0.58

0.62

0.65

0.71

0.75

0.80

0.80

0.80