A Debiased MDI Feature Importance Measure for Random Forests.

Xiao Li Yu Wang Sumanta Basu Karl Kumbier Bin Yu

Published in: CoRR (2019)

Keyphrases

random forests
random forest
feature importance
decision trees
feature set
similarity measure
machine learning algorithms
logistic regression
multi label
tree ensembles
ensemble methods
feature selection
text categorization
randomized trees
regression forests
decision tree ensembles