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An Accurate Method of Determining Attribute Weights in Distance-Based Classification Algorithms

An Accurate Method of Determining Attribute Weights in Distance-Based Classification Algorithms

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2673229586

An Accurate Method of Determining Attribute Weights in Distance-Based Classification Algorithms

About this item

Full title

An Accurate Method of Determining Attribute Weights in Distance-Based Classification Algorithms

Author / Creator

Publisher

New York: Hindawi

Journal title

Mathematical problems in engineering, 2022-05, Vol.2022, p.1-15

Language

English

Formats

Publication information

Publisher

New York: Hindawi

More information

Scope and Contents

Contents

Weight determination aims to determine the importance of different attributes; determining accurate weights can significantly improve the accuracy of classification and clustering. This paper proposes an accurate method for attribute weight determination. The method uses the distance from the sample point of each class to the class center point. It...

Alternative Titles

Full title

An Accurate Method of Determining Attribute Weights in Distance-Based Classification Algorithms

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2673229586

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2673229586

Other Identifiers

ISSN

1024-123X

E-ISSN

1563-5147

DOI

10.1155/2022/6936335

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