Scalable Optimal Multiway-Split Decision Trees with Constraints.

Shivaram Subramanian Wei Sun

Published in: CoRR (2023)

Keyphrases

decision trees
optimality criteria
optimal solution
worst case
web scale
reducing the search space
dynamic programming
machine learning
predictive accuracy
highly scalable
decision rules
stochastic dynamic programming
decision tree induction
optimal design
search space
objective function
genetic algorithm