Comparison Between Filter Criteria for Feature Selection in Regression.
Alexandra DegeestMichel VerleysenBenoît FrénayPublished in: ICANN (2) (2019)
Keyphrases
- feature selection
- regression problems
- support vector
- multi criteria
- preprocessing step
- microarray data
- wrapper method
- classification accuracy
- model selection
- supervised feature selection
- multiple criteria
- regression model
- feature space
- neural network
- machine learning
- linear regression
- noise reduction
- text classification
- mutual information
- image processing
- unsupervised learning
- unsupervised feature selection
- rank order
- simple linear
- regression method
- feature ranking
- partial least squares
- discriminative features
- cross validation
- multiscale
- genetic programming
- evaluation criteria
- text categorization
- dimension reduction
- multi class