Table 5 Average rank of autoencoder architectures over all small and large LFR networks, for must-link and cannot-link constraints
From: Overlapping community finding with noisy pairwise constraints
Architecture | Small networks | Large networks | ||
|---|---|---|---|---|
Must-link constraints | Cannot-link constraints | Must-link constraints | Cannot-link constraints | |
AE1 | 3.0 | 4.5 | 2.5 | 4.0 |
AE1_L1 | 1.0 | 6.0 | 2.5 | 5.0 |
AE2 | 5.0 | 3.0 | 4.0 | 2.0 |
AE2_L1 | 2.0 | 4.5 | 1.0 | 6.0 |
AE3 | 6.0 | 2.0 | 6.0 | 3.0 |
AE3_L1 | 4.0 | 1.0 | 5.0 | 1.0 |