About Filter Criteria for Feature Selection in Regression.
Alexandra DegeestMichel VerleysenBenoît FrénayPublished in: IWANN (2) (2019)
Keyphrases
- feature selection
- supervised feature selection
- model selection
- preprocessing step
- support vector
- regression problems
- wrapper method
- text categorization
- regression model
- mutual information
- linear regression
- feature set
- text classification
- support vector machines for classification
- optimal filter
- feature extraction
- support vector regression
- rank order
- selected features
- unsupervised feature selection
- filtering algorithm
- machine learning
- feature subset
- multi class
- evaluation criteria
- selection criteria
- method for feature selection
- multi criteria
- regression analysis
- gaussian processes
- multi task
- simple linear
- classification accuracy
- regression algorithm
- dimensionality reduction
- feature space
- support vector machine
- discriminative features
- regression method
- data sets
- noise reduction
- dimension reduction
- filter bank
- locally weighted
- svm classifier
- high dimensional data
- naive bayes
- neural network