Semi-supervised Wrapper Feature Selection with Imperfect Labels.
Vasilii FeofanovMassih-Reza AminiEmilie DevijverPublished in: CoRR (2019)
Keyphrases
- semi supervised
- wrapper feature selection
- label propagation
- fully supervised
- pairwise
- pairwise constraints
- unlabeled samples
- semi supervised learning
- labeled examples
- labeled data
- partially labeled
- label information
- classification accuracy
- partially labeled data
- labeled samples
- unlabeled data
- feature selection
- fully labeled
- supervised learning
- unsupervised learning
- multi label classification
- semi supervised clustering
- semi supervised classification
- active learning
- multi label learning
- weakly supervised
- small set of labeled
- multi label
- training examples
- co training
- class labels
- training set
- training data
- manifold learning
- multi view
- labeled instances
- multiple instance learning
- metric learning
- spectral clustering
- unlabeled instances
- text categorization