A Filter Approach to Feature Selection Based on Mutual Information.
Jinjie HuangYunze CaiXiaoming XuPublished in: IEEE ICCI (2006)
Keyphrases
- mutual information
- feature selection
- sequential forward
- conditional mutual information
- preprocessing step
- information theoretic
- information gain
- medical image registration
- multimodal image registration
- multi modal image registration
- text categorization
- image registration
- support vector
- noise reduction
- correlation based feature selection
- feature space
- feature set
- classification accuracy
- similarity measure
- text classification
- model selection
- wrapper method
- feature extraction
- machine learning
- mutual information maximization
- selection criterion
- selected features
- microarray data
- dimensionality reduction
- irrelevant features
- normalized mutual information
- classification models
- high dimensionality
- multiscale
- data mining