Genetic Approach to Feature Selection for Ensemble Creation.
Cesar Guerra-SalcedoL. Darrell WhitleyPublished in: GECCO (1999)
Keyphrases
- feature selection
- feature ranking
- wrapper feature selection
- ensemble learning
- text categorization
- support vector machine
- ensemble feature selection
- mutual information
- ensemble classification
- genetic algorithm
- multi class
- model selection
- selected features
- feature selection algorithms
- classification accuracy
- feature set
- high dimensionality
- information gain
- ensemble classifier
- regression problems
- irrelevant features
- ensemble methods
- genetic search
- text classification
- machine learning
- support vector
- feature space
- unsupervised learning
- gene expression data
- feature subset
- dimensionality reduction
- classification models
- feature extraction
- method for feature selection
- random forest
- random forests
- feature subset selection
- discriminative features
- neural network
- microarray data
- human genome
- imbalanced data
- high dimensional
- base classifiers
- naive bayes
- gene selection