Searching optimal feature subset using mutual information.
Di HuangTommy W. S. ChowPublished in: ESANN (2003)
Keyphrases
- feature subset
- mutual information
- feature selection
- information gain
- feature subset selection
- classification accuracy
- information theoretic
- selection algorithm
- genetic algorithm ga
- feature set
- irrelevant features
- image registration
- classification models
- input features
- feature space
- feature selection algorithms
- selected features
- ensemble methods
- optimal subset of features
- redundant features
- image processing
- neural network
- ensemble feature selection
- text categorization
- method for feature selection
- unsupervised feature selection
- individual features
- training data
- kullback leibler divergence
- pattern classification
- support vector
- pattern recognition
- training set
- simulated annealing
- svm classifier
- high dimensionality