Variable selection using random forests.
Robin GenuerJean-Michel PoggiChristine Tuleau-MalotPublished in: Pattern Recognit. Lett. (2010)
Keyphrases
- random forests
- variable selection
- random forest
- cross validation
- input variables
- decision trees
- logistic regression
- high dimensional
- machine learning algorithms
- ensemble methods
- linear models
- model selection
- dimension reduction
- decision tree ensembles
- ls svm
- feature selection
- regression problems
- data sets
- neural network
- naive bayes
- principal component analysis
- pairwise
- genetic algorithm
- base learners