A novel evaluation function for feature selection based upon information theory.
Gulshan KumarKrishan KumarPublished in: CCECE (2011)
Keyphrases
- evaluation function
- information theory
- feature selection
- information theoretic
- mutual information
- jensen shannon divergence
- statistical mechanics
- statistical learning
- feature selection algorithms
- statistical physics
- conditional entropy
- feature set
- computer chess
- alpha beta
- feature extraction
- relative entropy
- temporal difference
- temporal difference learning
- machine learning
- two player games
- alpha beta pruning
- kullback leibler divergence
- model selection
- optimality criterion
- feature space
- reinforcement learning
- shannon entropy
- game tree
- image registration
- support vector machine
- information geometry
- image processing