Feature Selection Using Ensemble Based Ranking Against Artificial Contrasts.
Eugene TuvAlexander BorisovKari TorkkolaPublished in: IJCNN (2006)
Keyphrases
- feature selection
- feature ranking
- ensemble learning
- high dimensionality
- ranking algorithm
- ensemble classification
- individual features
- feature selection algorithms
- mutual information
- wrapper feature selection
- ensemble methods
- accurate classification
- classification accuracy
- text categorization
- text classification
- feature subset
- ensemble classifier
- support vector machine
- machine learning
- ensemble feature selection
- learning to rank
- feature set
- feature extraction
- multi class
- support vector
- feature space
- real world
- web search
- neural network
- irrelevant features
- learning algorithm
- method for feature selection
- classifier ensemble
- knn
- regression problems
- gene selection
- link analysis
- information gain