Efficient Approximate Solutions to Mutual Information Based Global Feature Selection.
Hemanth VenkateswaraPrasanth LadeBinbin LinJieping YeSethuraman PanchanathanPublished in: CoRR (2017)
Keyphrases
- feature selection
- mutual information
- optimal solution
- text categorization
- global information
- support vector machine
- information retrieval
- small sample
- image processing
- information gain
- image registration
- model selection
- irrelevant features
- database
- discriminative features
- feature weighting
- feature space
- face recognition
- case study
- information systems
- learning algorithm
- neural network