(Q41905482)

13 October 2017

Are random forests better than support vector machines for microarray-based cancer classification? (English)

1 reference

13 October 2017

1 reference

support vector machine

1 reference

Alexander Statnikov

1

1 reference

13 October 2017

Constantin F Aliferis

series ordinal

2

1 reference

13 October 2017

11 October 2007

1 reference

AMIA Annual Symposium proceedings

13 October 2017

1 reference

13 October 2017

686-690

1 reference

Converting a breast cancer microarray signature into a high-throughput diagnostic test.

13 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2655823

Gene selection and classification of microarray data using random forest.

5 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2655823

GEMS: a system for automated cancer diagnosis and biomarker discovery from microarray gene expression data

5 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2655823

HITON: a novel Markov Blanket algorithm for optimal variable selection.

5 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2655823

Comparison of statistical methods for classification of ovarian cancer using mass spectrometry data

5 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2655823

Support vector machine classification and validation of cancer tissue samples using microarray expression data

5 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2655823

Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors

5 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2655823

Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach

5 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2655823

A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.

5 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2655823

Prediction of cancer outcome with microarrays: a multiple random validation strategy

18 August 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/18693924

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

1 reference

13 October 2017

PubMed publication ID

18693924

1 reference