A new mutual information based measure for feature selection.
Ahmed Al-AniMohamed A. DericheJalel ChebilPublished in: Intell. Data Anal. (2003)
Keyphrases
- feature selection
- mutual information
- similarity measure
- pointwise mutual information
- information content
- text categorization
- machine learning
- neural network
- classification accuracy
- image registration
- correlation coefficient
- information gain
- text classification
- feature set
- multi class
- image processing
- computer vision
- feature extraction
- search engine
- evaluation measures
- dissimilarity measure
- feature ranking
- irrelevant features
- unsupervised feature selection
- training set