A Wrapper for Feature Selection Based on Mutual Information.
Jinjie HuangYunze CaiXiaoming XuPublished in: ICPR (2) (2006)
Keyphrases
- mutual information
- feature selection
- information theoretic
- text categorization
- information gain
- multi modal image registration
- machine learning
- text classification
- conditional mutual information
- feature selection algorithms
- classification accuracy
- multi class
- medical image registration
- selection criterion
- selected features
- information theoretic measures
- classification models
- sequential forward
- wrapper feature selection
- high dimensionality
- knn
- support vector
- statistical dependence
- feature space
- multimodal image registration
- feature extraction
- model selection
- feature subset selection
- feature ranking
- support vector machine
- image registration
- feature set
- information theoretic criterion
- image analysis
- similarity measure
- neural network
- normalized mutual information
- unsupervised feature selection
- discriminative features
- feature weighting
- microarray data