High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria.
Geoffroy SimonMichel VerleysenPublished in: Neurocomputing (2007)
Keyphrases
- regression model
- mutual information
- generalized linear models
- high dimensional
- selection criteria
- information theoretic
- similarity measure
- selection criterion
- image registration
- regression methods
- prediction model
- model selection
- regression analysis
- linear model
- explanatory variables
- similarity search
- feature selection
- low dimensional
- survival analysis
- euclidean distance
- linear regression model
- variable selection
- information gain
- independent variables
- feature space
- response variable
- input space
- data points
- regression trees
- regression method
- target variable
- logistic regression
- generalized linear