Iterative Feature Selection Based on Binary Consistency.
Sho ShimamuraKouichi HirataPublished in: IIAI-AAI (2017)
Keyphrases
- feature selection
- feature selection algorithms
- multi class
- small sample
- feature set
- mutual information
- knn
- feature weighting
- text categorization
- microarray data
- classification models
- maintaining consistency
- global consistency
- irrelevant features
- non binary
- selected features
- high dimensionality
- dimensionality reduction
- multi task
- information gain
- global constraints
- machine learning
- support vector machine
- consistency checking
- high dimensional
- feature space
- forward selection
- feature extraction
- conditional mutual information