Explicating feature contribution using Random Forest proximity distances.
Leanne S. WhitmoreAnthe GeorgeCorey M. HudsonPublished in: CoRR (2018)
Keyphrases
- random forest
- feature importance
- feature set
- random forests
- decision trees
- ensemble methods
- feature ranking
- fold cross validation
- multi label
- decision tree learning algorithms
- ensemble classifier
- feature vectors
- feature extraction
- rotation forest
- base classifiers
- neural network
- image features
- classification accuracy
- preprocessing step
- active learning
- bayesian networks
- feature selection