A Debiased MDI Feature Importance Measure for Random Forests.
Xiao LiYu WangSumanta BasuKarl KumbierBin YuPublished in: NeurIPS (2019)
Keyphrases
- random forests
- random forest
- feature importance
- decision trees
- ensemble methods
- tree ensembles
- feature set
- decision tree ensembles
- randomized trees
- multi label
- logistic regression
- machine learning algorithms
- neural network
- base classifiers
- image classification
- active learning
- similarity measure
- regression forests
- feature selection
- data mining