Data specifications | |||||
---|---|---|---|---|---|
dataset | vertices | edges | directed | self-loops | |
rfid | 75 | 32424 | False | False | |
karate | 34 | 231 | False | False | |
UKfaculty | 81 | 3730 | True | False | |
USairports | 755 | 23473 | True | True | |
enron | 184 | 125409 | True | True | |
Number of clusters | |||||
dataset | fast_greedy | infomap | label_prop | spinglass | louvain |
rfid | 6 | 4 | 3 | 7 | 6 |
karate | 3 | 3 | 3 | 4 | 4 |
UKfaculty | 5 | 10 | 7 | 7 | 5 |
USairports | 28 | 57 | 40 | NA | 21 |
enron | 11 | 22 | 20 | NA | 10 |
\(\bf \Delta _{i}^{\text {AIC}{}}\) | |||||
dataset | fast_greedy | infomap | label_prop | spinglass | louvain |
rfid | 1856 | 12370 | 13523 | 0 | 1856 |
karate | 28 | 28 | 28 | 4 | 0 |
UKfaculty | 992 | 0 | 960 | 523 | 992 |
USairports | 1903 | 2759 | 5133 | NA | 0 |
enron | 0 | 9881 | 46945 | NA | 1956 |
\(\bf \Delta _{i}^{\text {BIC}{}}\) | |||||
dataset | fast_greedy | infomap | label_prop | spinglass | louvain |
rfid | 1798 | 12219 | 13339 | 0 | 1798 |
karate | 14 | 14 | 14 | 4 | 0 |
UKfaculty | 743 | 0 | 792 | 355 | 743 |
USairports | 3315 | 14227 | 9883 | NA | 0 |
enron | 0 | 11702 | 48347 | NA | 1849 |