VSURF: An R Package for Variable Selection Using Random Forests.
Robin GenuerJean-Michel PoggiChristine Tuleau-MalotPublished in: R J. (2015)
Keyphrases
- random forests
- variable selection
- random forest
- decision trees
- input variables
- cross validation
- ensemble methods
- high dimensional
- model selection
- machine learning algorithms
- logistic regression
- linear models
- dimension reduction
- decision tree ensembles
- regression problems
- ls svm
- machine learning
- genetic programming
- feature selection
- prediction accuracy
- text categorization
- k nearest neighbor
- pattern recognition
- computer vision