Answers are grounded in this paper and cite their sources.
Four common similarity indices used in multivariate descriptive techniques, such as classifications and trellis diagrams, are compared over a range of overlap from 100 to 10 % to a theoretical standard.Only the Bray-Curtis Index (also known as Czekanowski's Quantitative Index, Proportional Similarity and a variety of other names) was found to reflect accurately true similarity.The other indices (Canberra Metric, Morisita's and Horn's Information Theory) diverge greatly from one another and from the theoretical standard.
No takes yet. Share an insight, caveat, or question.
SA Bloom (1981) studied this question.
Synapse has enriched 10 related papers. Consider them for comparative context: