RRegrs: an R package for computer-aided model selection with multiple regression models.
Georgia TsilikiCristian R. MunteanuJosé A. SeoaneCarlos Fernandez-LozanoHaralambos SarimveisEgon L. WillighagenPublished in: J. Cheminformatics (2015)
Keyphrases
- model selection
- computer aided
- regression model
- cross validation
- multivariate regression
- hyperparameters
- parameter estimation
- regression methods
- sample size
- image analysis
- gaussian process
- support vector regression
- generalization error
- statistical inference
- marginal likelihood
- machine learning
- regression analysis
- mixture model
- model selection criteria
- selection criterion
- learning machines
- variable selection
- regression trees
- process planning
- early stage
- target variable
- feature selection
- computer vision