A Pareto Front Approach for Feature Selection.
Enguerran GrandchampMohamed AbadiOlivier AlataPublished in: ICPRAM (2016)
Keyphrases
- feature selection
- multi objective
- multi objective optimization
- text categorization
- classification accuracy
- multi class
- selected features
- mutual information
- machine learning
- feature set
- feature selection algorithms
- irrelevant features
- feature extraction
- unsupervised learning
- feature subset
- small sample
- conditional mutual information
- unsupervised feature selection
- information gain
- microarray data
- high dimensionality
- text classification
- dimensionality reduction
- feature space
- gene expression data
- model selection
- discriminative features
- multiobjective optimization
- knn
- method for feature selection