English

Degenerating families of dendrograms

Machine Learning 2008-06-28 v1

Abstract

Dendrograms used in data analysis are ultrametric spaces, hence objects of nonarchimedean geometry. It is known that there exist pp-adic representation of dendrograms. Completed by a point at infinity, they can be viewed as subtrees of the Bruhat-Tits tree associated to the pp-adic projective line. The implications are that certain moduli spaces known in algebraic geometry are pp-adic parameter spaces of (families of) dendrograms, and stochastic classification can also be handled within this framework. At the end, we calculate the topology of the hidden part of a dendrogram.

Cite

@article{arxiv.0707.3536,
  title  = {Degenerating families of dendrograms},
  author = {Patrick Erik Bradley},
  journal= {arXiv preprint arXiv:0707.3536},
  year   = {2008}
}

Comments

13 pages, 8 figures

R2 v1 2026-06-21T09:01:15.087Z