Understanding and Enhancement of Internal Clustering Validation Indexes for Categorical Data

Clustering is one of the main tasks of machine learning. Internal clustering validation indexes (CVIs) are used to measure the quality of several clustered partitions to determine the local optimal clustering results in an unsupervised manner, and can act as the objective function of clustering algo...

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Bibliographic Details
Main Authors: Xuedong Gao, Minghan Yang
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/11/11/177