Conformal feature-selection wrappers for instance transfer.
Shuang ZhouEvgueni N. SmirnovGijs SchoenmakersRalf PeetersTao JiangPublished in: COPA (2018)
Keyphrases
- feature selection
- text categorization
- multi class
- feature extraction
- feature set
- support vector
- method for feature selection
- information gain
- text classification
- selected features
- information extraction
- irrelevant features
- dimensionality reduction
- support vector machine
- classification accuracy
- knowledge transfer
- feature subset
- cross domain
- unsupervised learning
- feature space
- gene expression data
- semi structured
- transfer learning
- data sets
- mutual information
- domain specific
- feature ranking
- small sample
- redundant features
- search engine