The most standard estimator is the maximum-likelihood (ML) estimator, which substitutes the probability of each event (cluster, classes, or cluster-class pair occurrence) with its normalized empirical frequency.
the fact that WSI systems do not rely on fixed inventories also makes it notoriously difficult to evaluate and compare their performance.