Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems.
Alberto GuillénAntti SorjamaaGinés RubioAmaury LendasseIgnacio RojasPublished in: ICANN (1) (2009)
Keyphrases
- regression problems
- feature selection
- forward backward
- mutual information
- linear regression
- genetic programming
- input space
- cross validation
- multi task
- high dimensional data
- support vector machine
- text categorization
- knn
- feature extraction
- random forests
- hyperparameters
- information gain
- model selection
- image registration
- multi class
- feature set
- dimensionality reduction
- semi supervised
- feature space
- neural network