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Clustering Stability - An Overview (Paperback) Loot Price: R1,102
Discovery Miles 11 020
Clustering Stability - An Overview (Paperback): Ulrike Von Luxor

Clustering Stability - An Overview (Paperback)

Ulrike Von Luxor

Series: Foundations and Trends (R) in Machine Learning

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Loot Price R1,102 Discovery Miles 11 020 | Repayment Terms: R102 pm x 12*

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A popular method for selecting the number of clusters is based on stability arguments: one chooses the number of clusters such that the corresponding clustering results are most stable. In recent years, a series of papers has analyzed the behavior of this method from a theoretical point of view. However, the results are very technical and difficult to interpret for non-experts. In this paper the authors give a high-level overview about the existing literature on clustering stability. In addition to presenting the results in a slightly informal but accessible way, they relate them to each other and discuss their different implications.

General

Imprint: Now Publishers Inc
Country of origin: United States
Series: Foundations and Trends (R) in Machine Learning
Release date: March 2010
First published: March 2010
Authors: Ulrike Von Luxor
Dimensions: 234 x 156 x 3mm (L x W x T)
Format: Paperback
Pages: 54
ISBN-13: 978-1-60198-344-2
Categories: Books > Computing & IT > General theory of computing
Books > Computing & IT > General theory of computing > General
LSN: 1-60198-344-1
Barcode: 9781601983442

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