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An Efficient Feature Weighting Method for Support Vector Regression

An Efficient Feature Weighting Method for Support Vector Regression

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2501177151

An Efficient Feature Weighting Method for Support Vector Regression

About this item

Full title

An Efficient Feature Weighting Method for Support Vector Regression

Publisher

New York: Hindawi

Journal title

Mathematical problems in engineering, 2021-03, Vol.2021, p.1-7

Language

English

Formats

Publication information

Publisher

New York: Hindawi

More information

Scope and Contents

Contents

Support vector regression (SVR) is a powerful kernel-based method which has been successfully applied in regression problems. Regarding the feature-weighted SVR algorithms, its contribution to model output has been taken into account. However, the performance of the model is subject to the feature weights and the time consumption on training. In th...

Alternative Titles

Full title

An Efficient Feature Weighting Method for Support Vector Regression

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2501177151

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2501177151

Other Identifiers

ISSN

1024-123X

E-ISSN

1563-5147

DOI

10.1155/2021/6675218

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