Non-linear variable selection for artificial neural networks using partial mutual information.
Robert J. MayHolger R. MaierGraeme C. DandyT. M. K. Gayani FernandoPublished in: Environ. Model. Softw. (2008)
Keyphrases
- variable selection
- mutual information
- artificial neural networks
- input variables
- feature selection
- information theoretic
- linear models
- cross validation
- high dimensional
- stochastic search
- neural network
- dimension reduction
- image registration
- model selection
- similarity measure
- computational intelligence
- neural network model
- information gain
- group lasso
- genetic algorithm ga
- preprocessing
- selection criterion
- high dimensional data
- number of input variables