On Tackling Explanation Redundancy in Decision Trees (Extended Abstract).
Yacine IzzaAlexey IgnatievJoão Marques-SilvaPublished in: IJCAI (2023)
Keyphrases
- extended abstract
- decision trees
- decision tree induction
- predictive accuracy
- naive bayes
- logistic regression
- machine learning algorithms
- data mining methods
- explanation based learning
- random forest
- decision rules
- machine learning
- multiple description coding
- attribute selection
- feature construction
- decision tree learning
- generating explanations
- rule induction
- causal explanation
- constructive induction
- decision tree algorithm
- abductive reasoning
- boosted decision trees
- domain theory
- training set
- classification models
- ensemble methods
- rule sets
- genetic programming