Shallow decision trees for explainable $k$-means clustering

Eduardo Laber, Lucas Murtinho, Felipe Oliveira

A number of recent works have employed decision trees for the construction of explainable partitions that aim to minimize the $k$-means cost function. These works, however, largely…