Table 3.
Components | Loss function | Train set | Endpoint | |
---|---|---|---|---|
Model 1 | Encoder, decoder | Reconstruction loss | Labeled / unlabeled | Reconstruction |
Model 2 | Encoder, fully connected | Classification loss | Labeled | Classification |
Model 3 | Encoder, decoder, fully connected | Reconstruction loss | Labeled | Classification |
Classification loss | ||||
Model 4 (CAESNet) | Encoder, decoder, fully connected | Reconstruction loss | Labeled and unlabeled | Classification |
Classification loss |