A Filter Approach to Feature Selection Based on Survival Cauchy-Schwartz Mutual Information.
Xiangchenyang SuFang LiuPublished in: HPCC/SmartCity/DSS (2018)
Keyphrases
- mutual information
- feature selection
- sequential forward
- conditional mutual information
- preprocessing step
- information theoretic
- information gain
- medical image registration
- classification accuracy
- image registration
- wrapper method
- multi class
- feature space
- kullback leibler divergence
- text categorization
- similarity measure
- multimodal image registration
- selection criterion
- mutual information maximization
- noise reduction
- data mining
- correlation based feature selection
- feature set
- microarray data
- text classification
- evolutionary programming
- data sets
- support vector
- support vector machine
- maximum likelihood
- feature selection algorithms
- classification models
- filtering algorithm
- median filter
- heavy tailed
- dimensionality reduction
- model selection
- evolutionary algorithm
- image analysis
- high dimensionality