Improving the Validity of Decision Trees as Explanations.

Jiri Nemecek Tomás Pevný Jakub Marecek

Published in: CoRR (2023)

Keyphrases

decision trees
training data
predictive accuracy
random forest
machine learning
learning environment
machine learning algorithms
decision rules
rule induction
decision tree algorithm
naive bayes
classification rules
rule sets
decision tree induction
decision tree learning
generating explanations