An Ensemble Based Approach for Feature Selection.
Behrouz Minaei-BidgoliMaryam AsadiHamid ParvinPublished in: EANN/AIAI (1) (2011)
Keyphrases
- feature selection
- ensemble learning
- mutual information
- wrapper feature selection
- text categorization
- classification accuracy
- feature ranking
- ensemble feature selection
- feature space
- information gain
- imbalanced data
- text classification
- selected features
- feature selection algorithms
- ensemble methods
- dimensionality reduction
- ensemble classification
- neural network
- irrelevant features
- feature weighting
- support vector
- feature set
- multi class
- feature subset
- high dimensionality
- semi supervised
- redundant features
- unsupervised feature selection
- concept drift
- pruning algorithm
- model selection
- high dimensional
- support vector machine