Carousel Greedy Algorithms for Feature Selection in Linear Regression.
Jiaqi WangBruce L. GoldenCarmine CerronePublished in: Algorithms (2023)
Keyphrases
- linear regression
- greedy algorithms
- feature selection
- greedy algorithm
- least squares
- regression problems
- ridge regression
- regression methods
- text categorization
- generalized linear models
- linear regression model
- locally weighted
- support vector
- knapsack problem
- mutual information
- linear models
- nonlinear regression
- text classification
- dimensionality reduction
- feature selection and classification
- multi class
- classification accuracy
- feature extraction
- computational complexity
- machine learning
- support vector machine
- search algorithm
- feature space
- multivariate regression
- regression method
- regression trees
- feature subset
- genetic programming
- np hard