An evaluation framework for input variable selection algorithms for environmental data-driven models.
Stefano GalelliGreer B. HumphreyHolger R. MaierAndrea CastellettiGraeme C. DandyMatthew S. GibbsPublished in: Environ. Model. Softw. (2014)
Keyphrases
- variable selection
- data driven
- linear models
- input variables
- logistic regression models
- stochastic search
- learning algorithm
- cross validation
- probabilistic model
- model selection
- feature selection
- group lasso
- fuzzy logic
- nearest neighbor
- least squares
- machine learning algorithms
- learning models
- high dimensional
- linear model
- pattern recognition
- face recognition
- neural network