On the Choice of Kernel and Labelled Data in Semi-supervised Learning Methods.
Konstantin AvrachenkovPaulo GonçalvesMarina SokolPublished in: WAW (2013)
Keyphrases
- labelled data
- unlabelled data
- semi supervised learning methods
- co training
- semi supervised learning
- semi supervised
- labeled data
- training data
- unlabeled data
- kernel methods
- kernel function
- semi supervised classification
- concept drift
- text classification
- feature space
- single view
- supervised learning
- multi view
- text categorization
- active learning
- feature selection
- semi supervised learning algorithms
- machine learning
- unsupervised learning
- small number