(Q33270401)

24 July 2017

title

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

1 reference

24 July 2017

1 reference

1 reference

Torsten Hothorn

4

0 references

Achim Zeileis

object named as

Achim Zeileis

series ordinal

3

0 references

Anne-Laure Boulesteix

series ordinal

2

object named as

Anne-Laure Boulesteix

1 reference

24 July 2017

1

Carolin Strobl

1 reference

24 July 2017

publication date

25 January 2007

1 reference

24 July 2017

1 reference

24 July 2017

volume

8

1 reference

24 July 2017

page(s)

25

1 reference

Creative Commons Attribution 2.0 Generic

24 July 2017

copyright license

start time

25 January 2007

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

1 reference

April 2022 Public Data File from Crossref

cites work

The challenge for genetic epidemiologists: how to analyze large numbers of SNPs in relation to complex diseases

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Short-term prediction of mortality in patients with systemic lupus erythematosus: classification of outcomes using random forests

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Evaluation of different biological data and computational classification methods for use in protein interaction prediction

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Gene selection and classification of microarray data using random forest.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

A comparative study of discriminating human heart failure etiology using gene expression profiles

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Screening large-scale association study data: exploiting interactions using random forests

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Tumor classification by tissue microarray profiling: random forest clustering applied to renal cell carcinoma

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Few amino acid positions in rpoB are associated with most of the rifampin resistance in Mycobacterium tuberculosis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

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

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

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

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Relating HIV-1 sequence variation to replication capacity via trees and forests

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Development of linear, ensemble, and nonlinear models for the prediction and interpretation of the biological activity of a set of PDGFR inhibitors.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Random forest: a classification and regression tool for compound classification and QSAR modeling

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Identifying SNPs predictive of phenotype using random forests

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1796903

Maximally selected chi-square statistics for ordinal variables

31 October 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/17254353

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Maximally selected chi-square statistics and binary splits of nominal variables

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/17254353

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1186/1471-2105-8-25

1 reference

journals/bmcbi/StroblBZH07

24 July 2017

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

0 references

1 reference

24 July 2017

1 reference