Policy-Oriented Binary Classification: Improving (KD-)CART Final Splits for Subpopulation Targeting

Lei Bill Wang, Zhenbang Jiao, Fangyi Wang

Policymakers often use recursive binary split rules to partition populations based on binary outcomes and target subpopulations whose probability of the binary event exceeds a thre…