Estimating optimal feature subsets using efficient estimation of high-dimensional mutual information.
Tommy W. S. ChowDi HuangPublished in: IEEE Trans. Neural Networks (2005)
Keyphrases
- mutual information
- feature subset
- feature selection
- high dimensional
- sequential forward
- information gain
- feature subset selection
- information theoretic
- feature space
- classification accuracy
- image registration
- feature set
- selection algorithm
- dimensionality reduction
- irrelevant features
- learning algorithm
- text categorization
- genetic algorithm ga
- genetic algorithm
- ensemble methods
- classification models
- image processing
- selection criterion
- similarity measure
- machine learning