A new variable selection approach using Random Forests.
Alexander HapfelmeierKurt UlmPublished in: Comput. Stat. Data Anal. (2013)
Keyphrases
- relational data
- variable selection
- random forests
- random forest
- input variables
- decision trees
- cross validation
- linear models
- ensemble methods
- logistic regression
- machine learning algorithms
- model selection
- high dimensional
- dimension reduction
- regression problems
- ls svm
- decision tree ensembles
- high dimensional data
- image processing
- feature selection
- learning tasks
- machine learning methods
- prediction accuracy
- pattern recognition
- reinforcement learning
- genetic algorithm
- machine learning