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Silhouette Analysis for Performance Evaluation in Machine Learning with Applications to Clustering

Grouping the objects based on their similarities is an important common task in machine learning applications. Many clustering methods have been developed, among them k-means based clustering methods have been broadly used and several extensions have been developed to improve the original k-means cl...

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Detalles Bibliográficos
Autores principales: Shutaywi, Meshal, Kachouie, Nezamoddin N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8234541/
https://www.ncbi.nlm.nih.gov/pubmed/34208552
http://dx.doi.org/10.3390/e23060759