blob: 1f218cc00d4b667ff8fa1607fa05b4b7dde46834 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
|
\begin{table}[htbp]
\centering
\caption{Community detection accuracy (AMI, ARI, NMI) on EC-SBM networks.}
\label{tab:accuracy}
\begin{tabular}{llrrr}
\toprule
Network & Method & AMI & ARI & NMI \\
\midrule
polblogs & Leiden-Mod & 0.1226 & 0.0237 & 0.2575 \\
& Leiden-CPM(0.1) & 0.4267 & 0.1622 & 0.8151 \\
& Leiden-CPM(0.01) & 0.3151 & 0.0363 & 0.6869 \\
& Infomap & 0.1561 & 0.0290 & 0.3464 \\
& graph-tool SBM & 0.2426 & 0.0771 & 0.5432 \\
\midrule
topology & Leiden-Mod & 0.0855 & 0.0031 & 0.4146 \\
& Leiden-CPM(0.1) & 0.2401 & 0.0590 & 0.9366 \\
& Leiden-CPM(0.01) & 0.2339 & 0.0677 & 0.8724 \\
& Infomap & 0.1772 & 0.0338 & 0.7284 \\
& graph-tool SBM & 0.0949 & 0.0034 & 0.4741 \\
\midrule
internet_as & Leiden-Mod & 0.0946 & 0.0065 & 0.4773 \\
& Leiden-CPM(0.1) & 0.2335 & 0.0847 & 0.9350 \\
& Leiden-CPM(0.01) & 0.1873 & 0.0974 & 0.8354 \\
& Infomap & 0.1604 & 0.0438 & 0.7523 \\
& graph-tool SBM & 0.0705 & 0.0024 & 0.4196 \\
\bottomrule
\end{tabular}
\end{table}
|