(Q34656816)

3 August 2017

An AUC-based permutation variable importance measure for random forests (English)

1 reference

3 August 2017

1 reference

Anne-Laure Boulesteix

series ordinal

3

object named as

Anne-Laure Boulesteix

1 reference

3 August 2017

1

Silke Janitza

1 reference

3 August 2017

2

Carolin Strobl

1 reference

3 August 2017

5 April 2013

1 reference

3 August 2017

1 reference

3 August 2017

14

1 reference

3 August 2017

119

1 reference

Creative Commons Attribution 2.0 Generic

3 August 2017

start time

5 April 2013

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

1 reference

April 2022 Public Data File from Crossref

exact match

https://scigraph.springernature.com/pub.10.1186/1471-2105-14-119

0 references

cites work

Class-imbalanced classifiers for high-dimensional data

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

Predicting disease risks from highly imbalanced data using random forest

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

Letter to the editor: on the stability and ranking of predictors from random forest variable importance measures

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

A genome-wide screen of gene-gene interactions for rheumatoid arthritis susceptibility

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

Class prediction for high-dimensional class-imbalanced data

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

Variation within DNA repair pathway genes and risk of multiple sclerosis

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

The behaviour of random forest permutation-based variable importance measures under predictor correlation

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

Classification of rheumatoid arthritis status with candidate gene and genome-wide single-nucleotide polymorphisms using random forests

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

Bias in random forest variable importance measures: illustrations, sources and a solution

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

Simple statistical models predict C-to-U edited sites in plant mitochondrial RNA

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626572

Pathway analysis of single-nucleotide polymorphisms potentially associated with glioblastoma multiforme susceptibility using random forests.

7 July 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-14-119

Evidence of statistical epistasis between DISC1, CIT and NDEL1 impacting risk for schizophrenia: biological validation with functional neuroimaging.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-14-119

Predictor correlation impacts machine learning algorithms: implications for genomic studies.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-14-119

Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-14-119

AUC-RF: a new strategy for genomic profiling with random forest.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2105-14-119

21 January 2018

Identifiers

DOI

10.1186/1471-2105-14-119

1 reference

journals/bmcbi/JanitzaSB13

3 August 2017

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

0 references

1 reference

3 August 2017

1 reference

PubMed ID

23560875