A Monotonic Measure for Optimal Feature Selection.
Huan LiuHiroshi MotodaManoranjan DashPublished in: ECML (1998)
Keyphrases
- feature selection
- feature extraction
- support vector
- dynamic programming
- mutual information
- closed form
- optimal design
- optimal strategy
- information gain
- feature subset
- microarray data
- text categorization
- optimal solution
- machine learning
- unsupervised learning
- information content
- classification models
- distance measure
- optimal control
- worst case
- unsupervised feature selection
- method for feature selection
- pointwise mutual information