Active sampling for detecting irrelevant features.
Sriharsha VeeramachaneniEmanuele OlivettiPaolo AvesaniPublished in: ICML (2006)
Keyphrases
- irrelevant features
- active sampling
- feature selection
- selective sampling
- active learning
- feature selection algorithms
- feature weighting
- text classification
- high dimensionality
- learning to rank
- machine learning
- free form
- sample complexity
- text categorization
- feature set
- multi class
- classification accuracy
- feature subset
- support vector machine
- special case
- ranking functions
- sampling methods