Transductive Models

Transductive Models

• considers both the labeled and unlabeled data at the same time
• Semi Supervised
• It does not produce a rule but merely a labeling for the unknown outputs
• However, it has the disadvantage that the model needs to be retrained when extra unlabeled data are added.