Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features.

Rahul Mazumder Xiang Meng Haoyue Wang

Published in: ICML (2022)

Keyphrases

decision trees
branch and bound
branch and bound method
feature construction
feature vectors
feature extraction
feature space
search space
optimal configuration
search algorithm
special case
feature set
particle swarm optimization
mathematical model
feature subset
mixed integer programming
machine learning