Testing and Validating Machine Learning Classifiers by Metamorphic Testing (Q34853880)

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30 January 2020

title

Testing and Validating Machine Learning Classifiers by Metamorphic Testing (English)

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30 January 2020

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2

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30 January 2020

author name string

Xiaoyuan Xie

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1

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30 January 2020

Christian Murphy

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3

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30 January 2020

Gail Kaiser

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4

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30 January 2020

Baowen Xu

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5

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30 January 2020

Tsong Yueh Chen

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6

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30 January 2020

publication date

1 April 2011

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Journal of Systems and Software

30 January 2020

published in

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30 January 2020

volume

84

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page(s)

544-558

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issue

4

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Application of Metamorphic Testing to Supervised Classifiers

30 January 2020

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3082144

Customising an antibody leukocyte capture microarray for systemic lupus erythematosus: beyond biomarker discovery.

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3082144

An innovative approach for testing bioinformatics programs using metamorphic testing

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3082144

Differential variability analysis of gene expression and its application to human diseases

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3082144

BioWeka--extending the Weka framework for bioinformatics.

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3082144

10.1016/J.JSS.2010.11.920

26 October 2018

Identifiers

DOI

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30 January 2020

DBLP publication ID

journals/jss/XieHMKXC11

1 reference