Understanding the Evaluation Abilities of External Cluster Validity Indices to Internal Ones

Understanding the Evaluation Abilities of External Cluster Validity Indices to Internal Ones

Evaluating internal Cluster Validity Index (CVI) is a critical task in clustering research. Existing studies mainly employ the number of clusters (NC-based method) or external CVIs (external CVIs-based method) to evaluate internal CVIs, which are not always reasonable in all scenarios. Additionally,...

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Bibliographic Details
Main Authors: Xiaonan Gao, Guiying Wei, Sen Wu*, Falong Fan
Format: Article
Language:English
Published: Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek 2020-01-01
Series:Tehnički Vjesnik
Subjects:
cluster validity indices (CVIs)
evaluation ability
quantitative measurement
ranking consistency
Online Access:https://hrcak.srce.hr/file/361349

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