Efficient Approximate Solutions to Mutual Information Based Global Feature Selection.
Hemanth VenkateswaraPrasanth LadeBinbin LinJieping YeSethuraman PanchanathanPublished in: ICDM (2015)
Keyphrases
- feature selection
- mutual information
- optimal solution
- multi class
- information gain
- information systems
- method for feature selection
- support vector
- image registration
- feature set
- conditional mutual information
- search engine
- global minima
- global information
- benchmark problems
- solution space
- model selection
- text classification
- text mining
- semi supervised
- lower bound
- bayesian networks
- decision trees