A novel support vector machine with its features weighted by mutual information.
Hong-Jie XingMinghu HaDa-Zeng TianBao-Gang HuPublished in: IJCNN (2008)
Keyphrases
- mutual information
- support vector machine
- feature vectors
- svm classifier
- feature set
- information gain
- image features
- feature selection
- low level
- information theoretic
- similarity measure
- feature extraction
- data sets
- medical images
- classification method
- feature space
- support vector
- multiscale
- kernel methods
- extracted features
- feature values
- conditional mutual information