An improved aggregated one-dependence estimator: On non-rigid cross validation

Wanyu Deng; Qinghua Zheng; Lin Chen

doi:10.1109/CSCWD.2008.4536993

An improved aggregated one-dependence estimator: On non-rigid cross validation

Wanyu Deng
, Qinghua Zheng
, Lin Chen

Faculty of Electronic and Information Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

This paper proposed An Improved Bayesian classifier which holds excellent classification accuracy and proper time cost. More important, the thinking of Non-rigid Cross Validation which is proposed in the paper can be generalized to other fields.

Original language	English
Title of host publication	Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD
Pages	270-276
Number of pages	7
DOIs	https://doi.org/10.1109/CSCWD.2008.4536993
State	Published - 2008
Event	2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD - Xi'an, China Duration: 16 Apr 2008 → 18 Apr 2008

Publication series

Name	Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD
Volume	1

Conference

Conference	2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD
Country/Territory	China
City	Xi'an
Period	16/04/08 → 18/04/08

Keywords

Classifier
Cross validation
Naïve bayes

Access to Document

10.1109/CSCWD.2008.4536993

Cite this

Deng, W., Zheng, Q., & Chen, L. (2008). An improved aggregated one-dependence estimator: On non-rigid cross validation. In Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD (pp. 270-276). Article 4536993 (Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD; Vol. 1). https://doi.org/10.1109/CSCWD.2008.4536993

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title = "An improved aggregated one-dependence estimator: On non-rigid cross validation",

abstract = "This paper proposed An Improved Bayesian classifier which holds excellent classification accuracy and proper time cost. More important, the thinking of Non-rigid Cross Validation which is proposed in the paper can be generalized to other fields.",

keywords = "Classifier, Cross validation, Na{\"i}ve bayes",

author = "Wanyu Deng and Qinghua Zheng and Lin Chen",

year = "2008",

doi = "10.1109/CSCWD.2008.4536993",

language = "英语",

isbn = "9781424416509",

series = "Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD",

pages = "270--276",

booktitle = "Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD",

note = "2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD ; Conference date: 16-04-2008 Through 18-04-2008",

}

Deng, W, Zheng, Q & Chen, L 2008, An improved aggregated one-dependence estimator: On non-rigid cross validation. in Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD., 4536993, Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD, vol. 1, pp. 270-276, 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD, Xi'an, China, 16/04/08. https://doi.org/10.1109/CSCWD.2008.4536993

An improved aggregated one-dependence estimator: On non-rigid cross validation. / Deng, Wanyu; Zheng, Qinghua; Chen, Lin.
Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD. 2008. p. 270-276 4536993 (Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - This paper proposed An Improved Bayesian classifier which holds excellent classification accuracy and proper time cost. More important, the thinking of Non-rigid Cross Validation which is proposed in the paper can be generalized to other fields.

KW - Classifier

KW - Cross validation

KW - Naïve bayes

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DO - 10.1109/CSCWD.2008.4536993

M3 - 会议稿件

AN - SCOPUS:51049102989

SN - 9781424416509

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Deng W, Zheng Q, Chen L. An improved aggregated one-dependence estimator: On non-rigid cross validation. In Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD. 2008. p. 270-276. 4536993. (Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD). doi: 10.1109/CSCWD.2008.4536993

An improved aggregated one-dependence estimator: On non-rigid cross validation

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Keywords

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