2023
$p$-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
NeurIPS 2023poster
Popular metrics for clustering comparison, like the Adjusted Rand Index and the Adjusted Mutual Information, are type II biased. The Standardized Mutual Information removes this bias but suffers from counterintuitive non-monotonicity and poor computational efficiency. We introduce the $p$-value adju…