(Q35411772)

8 August 2017

title

High-dimensional bolstered error estimation (English)

1 reference

8 August 2017

2

Ulisses M Braga-Neto

1 reference

8 August 2017

3

Edward R Dougherty

1 reference

8 August 2017

Chao Sima

1

1 reference

8 August 2017

language of work or name

English

0 references

publication date

13 September 2011

1 reference

8 August 2017

number of pages

9

1 reference

based on heuristic

inferred from page(s)

published in

Bioinformatics

1 reference

8 August 2017

volume

27

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8 August 2017

issue

21

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8 August 2017

page(s)

3056-3064

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Characterization of the effectiveness of reporting lists of small feature sets relative to the accuracy of the prior biological knowledge.

8 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=3198579

Small-sample precision of ROC-related estimates.

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

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

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

Reporting bias when using real data sets to analyze classification performance

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

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

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

A comparison of bootstrap methods and an adjusted bootstrap approach for estimating the prediction error in microarray classification

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

The molecular classification of multiple myeloma

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

Prediction error estimation: a comparison of resampling methods

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

Many accurate small-discriminatory feature subsets exist in microarray transcript data: biomarker discovery

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

A gene-expression signature as a predictor of survival in breast cancer

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

Gene expression profiling predicts clinical outcome of breast cancer

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

Over-optimism in bioinformatics: an illustration

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

Over-optimism in bioinformatics research.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

Improved bolstering error estimation for gene ranking.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

What should be expected from feature selection in small-sample settings.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

Optimal number of features as a function of sample size for various classification rules

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

Superior feature-set ranking for small samples using bolstered error estimation.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

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

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198579

10.1093/BIOINFORMATICS/BTR518

26 September 2018

Identifiers

DOI

1 reference

journals/bioinformatics/SimaBD11

8 August 2017

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

8 August 2017

1 reference