Robust Feature Selection Using Ensemble Feature Selection Techniques.
Yvan SaeysThomas AbeelYves Van de PeerPublished in: ECML/PKDD (2) (2008)
Keyphrases
- feature selection
- machine learning
- neural network
- multi class
- ensemble learning
- support vector
- classification accuracy
- mutual information
- text categorization
- feature set
- ensemble methods
- partial occlusion
- high dimensionality
- ensemble classifier
- text classification
- training set
- data sets
- regression problems
- imbalanced data
- feature ranking
- multi task
- information gain
- base classifiers
- naive bayes
- model selection
- support vector machine
- similarity measure