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Transductive Support Vector Machine (SVM) for transfer learning. The first panel shows the conventional SVM classifier. The second panel shows T-SVM with circles representing unlabeled examples. We use examples from the target task i.e., Arabidopsis-Salmonella protein pairs as the unlabeled examples to influence the classifier boundary.
