Connecting Interpretability and Robustness in Decision Trees through Separation.

Michal Moshkovitz Yao-Yuan Yang Kamalika Chaudhuri

Published in: ICML (2021)

Keyphrases

decision trees
machine learning
predictive accuracy
decision tree algorithm
random forest
decision tree classifiers
data mining
decision tree induction
prediction accuracy
rule induction
decision rules
rule sets
computational efficiency
database
training set
search algorithm
data sets