Improving partial mutual information-based input variable selection by consideration of boundary issues associated with bandwidth estimation.
Xuyuan LiAaron C. ZecchinHolger R. MaierPublished in: Environ. Model. Softw. (2015)
Keyphrases
- logistic regression models
- variable selection
- input variables
- cross validation
- high dimensional
- selection criterion
- linear models
- model selection
- dimension reduction
- stochastic search
- image registration
- mutual information
- group lasso
- ensemble selection
- high dimensional data
- regression model
- parameter estimation
- fuzzy logic
- similarity measure
- computer vision
- number of input variables
- neural network
- artificial neural networks
- data mining