Adjusting the adjusted Rand Index -- A multinomial story

Martina Sundqvist, Julien Chiquet, Guillem Rigaill

The Adjusted Rand Index ($ARI$) is arguably one of the most popular measures for cluster comparison. The adjustment of the $ARI$ is based on a hypergeometric distribution assumptio…