Clustering Algorithm.pdf

2013-016.pdf
Preview of Clustering Algorithm
🔗 Source: f08.uni-stuttgart.de
📊 Size: 778 KB
📄 Pages: 67 pages
⬇️ Downloads: 69

Summary

The author modifies the notion of density level sets to make them independent of the actual choice of density and proposes an algorithm for estimating the smallest level at which the modified level sets have more than one connected component. The algorithm is shown to be consistent and achieves optimal rates of convergence without requiring knowledge of the underlying distribution's characteristics.

Description

The author modifies the notion of density level sets to make them independent of the actual choice of density and proposes an algorithm for estimating the...

Technical Information

  • File Format: PDF
  • File Size: 778 KB
  • Pages: 67
  • Language: EN
  • Total Downloads: 69
  • Last Updated: 1 week ago

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