Excerpt from Examining the Validity of Sample Clusters, Using the Bootstrap Method
An important problem in clustering research is the stability of sample clusters. Cluster diagnostics, based on the bootstrap subsampling.
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This book is a reproduction of an important historical work. Forgotten Books uses state-of-the-art technology to digitally reconstruct the work, preserving the original format whilst repairing imperfections present in the aged copy. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in our edition. We do, however, repair the vast majority of imperfections successfully; any imperfections that remain are intentionally left to preserve the state of such historical works.
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Excerpt from Examining the Validity of Sample Clusters, Using the Bootstrap Method
An important problem in clustering research is the stability of sample clusters. Cluster diagnostics, based on the bootstrap subsampling.
About the Publisher
Forgotten Books publishes hundreds of thousands of rare and classic books. Find more at www.forgottenbooks.com
This book is a reproduction of an important historical work. Forgotten Books uses state-of-the-art technology to digitally reconstruct the work, preserving the original format whilst repairing imperfections present in the aged copy. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in our edition. We do, however, repair the vast majority of imperfections successfully; any imperfections that remain are intentionally left to preserve the state of such historical works.
Excerpt from Examining the Validity of Sample Clusters, Using the Bootstrap Method
An important problem in clustering research is the stability of sample clusters. Cluster diagnostics, based on the bootstrap subsampling procedure and Fowlkes and Hallows' B statistic, are developed in this study to aid the users of cluster analysis in assessing the stability and validity of sample clusters.
About the Publisher
Forgotten Books publishes hundreds of thousands of rare and classic books. Find more at www.forgottenbooks.com
This book is a reproduction of an important historical work. Forgotten Books uses state-of-the-art technology to digitally reconstruct the work, preserving the original format whilst repairing imperfections present in the aged copy. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in our edition. We do, however, repair the vast majority of imperfections successfully; any imperfections that remain are intentionally left to preserve the state of such historical works.
"Sobre este título" puede pertenecer a otra edición de este libro.
Librería: Forgotten Books, London, Reino Unido
Paperback. Condición: New. Print on Demand. This book tackles the crucial question of cluster stability and validity in hierarchical clustering, a widely used technique for identifying patterns and structures in data. The author introduces the notion of bootstrapping to assess the reliability and significance of sample clusters. They propose a novel approach that combines the bootstrap method with the Bk statistic, a measure of agreement between clustering trees. The book demonstrates the efficacy of this approach through a series of simulation studies. It provides a comprehensive framework for evaluating the stability and validity of sample clusters, enabling researchers to make informed decisions about the robustness of their findings. The insights gained from this book are invaluable for researchers and practitioners in fields such as data science, machine learning, and market research, where accurate and reliable clustering is essential. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book. print-on-demand item. Nº de ref. del artículo: 9781330266380_0
Cantidad disponible: Más de 20 disponibles
Librería: PBShop.store US, Wood Dale, IL, Estados Unidos de America
PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: LW-9781330266380
Cantidad disponible: 15 disponibles
Librería: PBShop.store UK, Fairford, GLOS, Reino Unido
PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: LW-9781330266380
Cantidad disponible: 15 disponibles