Feature Ranking for Multi-target Regression with Tree Ensemble Methods.
Matej PetkovicSaso DzeroskiDragi KocevPublished in: DS (2017)
Keyphrases
- ensemble methods
- multi target
- feature ranking
- random forests
- random forest
- feature subset
- ensemble learning
- feature selection
- prediction accuracy
- decision trees
- benchmark datasets
- multi sensor
- base classifiers
- machine learning methods
- generalization ability
- high dimensionality
- text categorization
- logistic regression
- classification models
- classification accuracy
- model selection
- support vector machine
- artificial neural networks
- feature space
- feature set
- data fusion
- support vector
- gene selection
- machine learning