From: Overlapping community finding with noisy pairwise constraints
Cleaning Process | Network Parameters | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
\(\mu\) | Comm. Size | \(O_n\) | \(O_m\) | |||||||
0.1 | 0.3 | Small | Large | 10% | 50% | 2 | 4 | 6 | 8 | |
Hybrid | 0.566 | 0.530 | 0.567 | 0.529 | 0.768 | 0.328 | 0.763 | 0.552 | 0.469 | 0.408 |
AE | 0.474 | 0.426 | 0.464 | 0.435 | 0.618 | 0.281 | 0.6 | 0.453 | 0.39 | 0.357 |
AE_SVM_IF | 0.544 | 0.503 | 0.539 | 0.508 | 0.757 | 0.290 | 0.726 | 0.559 | 0.44 | 0.369 |
SVM_IF | 0.559 | 0.527 | 0.543 | 0.543 | 0.785 | 0.301 | 0.748 | 0.572 | 0.464 | 0.388 |