Scalable Optimal Multiway-Split Decision Trees with Constraints.

Shivaram Subramanian Wei Sun

Published in: AAAI (2023)

Keyphrases

decision trees
optimal solution
optimal design
feature construction
optimal control
optimality criteria
machine learning
global constraints
closed form
classification rules
constraint satisfaction
random forest
decision rules
lightweight
upper bound
dynamic programming
training data