A selective sampling approach to active feature selection.
Huan LiuHiroshi MotodaLei YuPublished in: Artif. Intell. (2004)
Keyphrases
- selective sampling
- feature selection
- active learning
- random sampling
- text categorization
- text classification
- feature extraction
- classification accuracy
- feature set
- dimensionality reduction
- decision trees
- support vector machine
- model selection
- feature space
- feature subset
- support vector
- machine learning
- small number
- nearest neighbor
- multi class
- unsupervised learning
- classification models
- fold cross validation