Robust Random Forest-Based All-Relevant Feature Ranks for Trustworthy AI.
Bastian PfeiferAndreas HolzingerMichael G. SchimekPublished in: MIE (2022)
Keyphrases
- random forest
- feature importance
- feature set
- random forests
- decision trees
- ensemble learning
- ensemble methods
- machine learning
- feature ranking
- fold cross validation
- multi label
- image features
- feature vectors
- genetic algorithm
- higher order
- base classifiers
- evolutionary algorithm
- feature space
- feature selection
- data sets
- decision tree learning algorithms