Random Subspace with Trees for Feature Selection Under Memory Constraints.
Antonio SuteraCélia ChâtelGilles LouppeLouis WehenkelPierre GeurtsPublished in: CoRR (2017)
Keyphrases
- feature selection
- random subspace
- decision trees
- feature subspace
- classifier fusion
- ensemble methods
- random forest
- multi class
- machine learning
- subspace methods
- ensemble learning
- random sampling
- feature extraction
- text categorization
- model selection
- random forests
- text classification
- fusion scheme
- classification accuracy
- support vector