Connecting Interpretability and Robustness in Decision Trees through Separation.
Michal MoshkovitzYao-Yuan YangKamalika ChaudhuriPublished in: CoRR (2021)
Keyphrases
- decision trees
- decision tree induction
- random forest
- prediction accuracy
- machine learning
- predictive accuracy
- data mining methods
- high robustness
- training data
- data structure
- naive bayes
- decision tree algorithm
- attribute selection
- machine learning algorithms
- database
- video sequences
- computer vision
- databases
- data sets