Ensembles for feature selection: A review and future trends.
Verónica Bolón-CanedoAmparo Alonso-BetanzosPublished in: Inf. Fusion (2019)
Keyphrases
- future trends
- feature selection
- open issues
- mobile communications
- data mining
- feature ranking
- ensemble learning
- decision trees
- random forests
- mutual information
- machine learning
- text classification
- model selection
- ensemble feature selection
- models built
- information gain
- high dimensionality
- multi class
- feature space
- feature extraction
- text categorization
- feature set
- feature selection algorithms
- ensemble classifier
- classification accuracy
- imbalanced data
- support vector
- recent trends
- data sets
- method for feature selection
- neural network ensemble
- information retrieval
- unsupervised feature selection
- irrelevant features
- discriminative features
- gene selection
- ensemble methods