MAPTree: Beating "Optimal" Decision Trees with Bayesian Decision Trees.
Colin SullivanMo TiwariSebastian ThrunPublished in: AAAI (2024)
Keyphrases
- decision trees
- decision tree induction
- logistic regression
- predictive accuracy
- random forest
- multivariate decision trees
- classification trees
- rule induction
- ensemble methods
- naive bayes
- machine learning
- associative classifiers
- decision tree learning
- random forests
- decision rules
- feature construction
- training set
- nearest neighbour
- bayes optimal
- decision tree algorithm
- dynamic programming
- worst case
- optimal control
- real time
- data driven
- rule sets