Visualization of Regression Models Using Discriminative Dimensionality Reduction.
Alexander SchulzBarbara HammerPublished in: CAIP (2) (2015)
Keyphrases
- regression model
- dimensionality reduction
- feature extraction
- multidimensional scaling
- feature selection
- regression methods
- model selection
- linear regression model
- generalized linear models
- regression analysis
- prediction model
- principal component analysis
- linear model
- support vector regression
- explanatory variables
- high dimensional
- low dimensional
- high dimensional data
- multivariate regression
- input space
- gaussian process
- linear discriminant analysis
- semi supervised
- data analysis
- pattern recognition
- decision trees
- data mining
- high dimensionality
- regression trees
- feature space
- regression method
- discriminative learning
- multiple linear regression
- generalized linear
- interval valued data