Input Variable Selection: Mutual Information and Linear Mixing Measures.
Thomas P. TrappenbergJie OuyangAndrew D. BackPublished in: IEEE Trans. Knowl. Data Eng. (2006)
Keyphrases
- variable selection
- mutual information
- input variables
- linear models
- information theoretic measures
- feature selection
- cross validation
- high dimensional
- information theoretic
- dimension reduction
- stochastic search
- image registration
- model selection
- selection criterion
- group lasso
- similarity measure
- number of input variables
- linear model
- input data
- information gain
- regression model
- ensemble selection
- feature space