(Q35132744)

6 August 2017

title

The illusion of distribution-free small-sample classification in genomics (English)

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6 August 2017

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3

Ulisses M Braga-Neto

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6 August 2017

1

Edward R Dougherty

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6 August 2017

Amin Zollanvari

2

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6 August 2017

publication date

1 August 2011

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6 August 2017

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6 August 2017

volume

12

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6 August 2017

issue

5

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6 August 2017

page(s)

333-341

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Multiple-rule bias in the comparison of classification rules

6 August 2017

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

Optimal classifier selection and negative bias in error rate estimation: an empirical study on high-dimensional prediction

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

Reporting bias when using real data sets to analyze classification performance

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

On the epistemological crisis in genomics

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

Decorrelation of the true and estimated classifier errors in high-dimensional settings

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

Towards sound epistemological foundations of statistical methods for high-dimensional biology

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

Over-optimism in bioinformatics: an illustration

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

Over-optimism in bioinformatics research.

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

Confidence intervals for the true classification error conditioned on the estimated error.

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

Is cross-validation valid for small-sample microarray classification?

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145263

10.2174/138920211796429763

27 September 2018

Identifiers

DOI

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6 August 2017

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6 August 2017

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