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Table 8 Average ranks for autoencoder architectures when used as deep embeddings wit one-class SVM (on must-link constraints) and for Isolation Forest (on cannot-link constraints)

From: Overlapping community finding with noisy pairwise constraints

Architecture Small networks Large networks
Encoder + SVM Encoder + IF Encoder + SVM Encoder + IF
AE1 3 2 2 3
AE1_L1 4 4 4 4
AE2 2 3 1 2
AE2_L1 5.5 5.5 5.5 5.5
AE3 1 1 3 1
AE3_L1 5.5 5.5 5.5 5.5
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