TrAgLor - Turkish Agricultural Learning Objects Repository

Object Summary

A Programmatic Implementation of the Visual Assessment of Cluster Tendency Algorithm in R

Title of object

A Programmatic Implementation of the Visual Assessment of Cluster Tendency Algorithm in R

Object description

In cluster analysis, the partitioning algorithms require a priori estimate of number of clusters (c) as an input parameter, and thus the success of partitioning depends mostly on this parameter. In order to find an optimal c, the obtained results are checked by the various cluster validity indices at the end of each run of successive cluster analyses. Cluster validation is time consuming, and also depends on the clustering indices which may not guarantee the quality of clustering since their per...

Language of object

Turkish

Author(s) / Publisher

Zeynel Cebeci

Discipline(s)

Agricultural Research and Methodology

Keywords

cluster analysis, clustering tendency assessment, data visualization

Technical format

Text

Intended end-user role

Learner

Learning resource type

Research

Typical age range

18Ü

Copyright - Restrictions

This resource is licensed under the license(CC-BY-NC-ND) Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported

Cost with use

No

Source code available

No


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