To aggregate or not to aggregate high-dimensional classifiers (Q33899074)

29 July 2017

title

To aggregate or not to aggregate high-dimensional classifiers (English)

1 reference

ORCID Public Data File 2021

29 July 2017

1 reference

Age K Smilde

series ordinal

object named as

Age K Smilde

1 reference

29 July 2017

Huub C J Hoefsloot

1 reference

29 July 2017

Cheng-Jian Xu

1 reference

29 July 2017

publication date

13 May 2011

1 reference

29 July 2017

1 reference

29 July 2017

1 reference

29 July 2017

page(s)

153

1 reference

Is bagging effective in the classification of small-sample genomic and proteomic data?

29 July 2017

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

A classification model for the Leiden proteomics competition

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

Mass spectrometry proteomic diagnosis: enacting the double cross-validatory paradigm

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

Proteomic mass spectra classification using decision tree based ensemble methods

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

Rank products: a simple, yet powerful, new method to detect differentially regulated genes in replicated microarray experiments

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

Prediction of clinical drug efficacy by classification of drug-induced genomic expression profiles in vitro

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

Diagnosis of multiple cancer types by shrunken centroids of gene expression

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

Molecular classification of cancer: class discovery and class prediction by gene expression monitoring

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

Assessing the statistical validity of proteomics based biomarkers.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

Multi-class protein fold recognition using support vector machines and neural networks

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3113942

29 October 2018

Identifiers

DOI

10.1186/1471-2105-12-153

1 reference

29 July 2017

DBLP publication ID

journals/bmcbi/XuHS11

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

0 references

1 reference

29 July 2017

1 reference