Approximating XGBoost with an interpretable decision tree.
Omer SagiLior RokachPublished in: Inf. Sci. (2021)
Keyphrases
- decision trees
- classification rules
- decision tree algorithm
- decision tree induction
- predictive accuracy
- naive bayes
- logistic regression
- decision rules
- random forest
- decision tree classifiers
- information gain
- training set
- decision tree learning
- training data
- database
- constructive induction
- decision tree algorithms
- decision table
- classification models
- machine learning algorithms
- database systems
- genetic algorithm
- machine learning