Feature Selection Using Consistency Measure.
Manoranjan DashHuan LiuHiroshi MotodaPublished in: Discovery Science (1999)
Keyphrases
- feature selection
- pointwise mutual information
- mutual information
- distance measure
- text categorization
- feature set
- similarity measure
- model selection
- text classification
- case study
- unsupervised learning
- social networks
- conditional mutual information
- forward selection
- consistency checking
- small sample
- feature weighting
- feature selection algorithms
- information theory
- feature subset
- high dimensionality
- training data
- information retrieval
- rough sets
- multi class
- classification accuracy
- evolutionary algorithm
- feature space
- support vector