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Table 2 Description length for each combination of layers in the multilayer stochastic block model. We compute the average description length (DL), Eq. (7), for each model class alongside the standard deviation over multiple MCMC runs. We also retrieved the minimum DL (MDL) over all the runs. The DL of the Text layer exceeds the Hyperlink and Metadata layer by several orders of magnitude, thus contributing the most to the Hyperlink + Text model

From: Multilayer networks for text analysis with multiple data types

Model

Layers

DL

MDL

H

Hyperlink

1135 (0)

1135

T

Text

257,775 (471)

256,973

M

Metadata

76 (0)

76

H + M

Hyperlink + Metadata

1295 (18)

1281

H + T

Hyperlink + Text

270,230 (2228)

267,102

H + T + M

Hyperlink + Text + Metadata

282,560 (624)

281,133