{"id":"https://openalex.org/W2105398277","doi":"https://doi.org/10.1093/bib/bbu012","title":"Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests","display_name":"Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests","publication_year":2014,"publication_date":"2014-04-09","ids":{"openalex":"https://openalex.org/W2105398277","doi":"https://doi.org/10.1093/bib/bbu012","mag":"2105398277","pmid":"https://pubmed.ncbi.nlm.nih.gov/24723569"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbu012","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbu012","pdf_url":"https://academic.oup.com/bib/article-pdf/16/2/338/682137/bbu012.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"letter","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/bib/article-pdf/16/2/338/682137/bbu012.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015152016","display_name":"Anne\u2010Laure Boulesteix","orcid":"https://orcid.org/0000-0002-2729-0947"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"A.-L. Boulesteix","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076657542","display_name":"Silke Janitza","orcid":"https://orcid.org/0000-0003-0948-1501"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Janitza","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042014267","display_name":"Alexander Hapfelmeier","orcid":"https://orcid.org/0000-0001-6765-6352"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Hapfelmeier","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051714890","display_name":"Kristel Van Steen","orcid":"https://orcid.org/0000-0001-9868-5033"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"K. Van Steen","raw_affiliation_strings":["Universit\u00e9 de Li\u00e8ge - ULi\u00e8ge > D\u00e9p. d'\u00e9lectric., \u00e9lectron. et informat. (Inst.Montefiore) > Bioinformatique >"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Li\u00e8ge - ULi\u00e8ge > D\u00e9p. d'\u00e9lectric., \u00e9lectron. et informat. (Inst.Montefiore) > Bioinformatique >","institution_ids":["https://openalex.org/I157674565"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021387471","display_name":"Carolin Strobl","orcid":"https://orcid.org/0000-0003-0952-3230"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C. Strobl","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015152016"],"corresponding_institution_ids":[],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":{"value":4011,"currency":"USD","value_usd":4011},"fwci":1.9965,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.86539916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"2","first_page":"338","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.8562580347061157},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.583281934261322},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5495291948318481},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4646811783313751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37781524658203125},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.03892052173614502}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.8562580347061157},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.583281934261322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5495291948318481},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4646811783313751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37781524658203125},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.03892052173614502},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001690","descriptor_name":"Biological Science Disciplines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001690","descriptor_name":"Biological Science Disciplines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001690","descriptor_name":"Biological Science Disciplines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":10,"locations":[{"id":"doi:10.1093/bib/bbu012","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbu012","pdf_url":"https://academic.oup.com/bib/article-pdf/16/2/338/682137/bbu012.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:24723569","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24723569","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:www.zora.uzh.ch:105236","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Boulesteix, Anne-Laure; Janitza, Silke; Hapfelmeier, Alexander; Van Steen, Kristel; Strobl, Carolin  (2015). Letter to the editor : on the term 'interaction' and related phrases in the literature on random forests.  Briefings in Bioinformatics, 16(2):338-345.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.776.9566","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.776.9566","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/80/49/bbu012.PMC4364067.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.834.8348","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.834.8348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bib.oxfordjournals.org/content/16/2/338.full.pdf","raw_type":"text"},{"id":"pmh:oai:europepmc.org:3334976","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4364067","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/555095","is_oa":false,"landing_page_url":"http://bib.oxfordjournals.org/cgi/pmidlookup?view=long&pmid=24723569","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Briefings in Bioinformatics, vol. 16 (2), (338-345)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1322032","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1322032","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:orbi.ulg.ac.be:2268/179054","is_oa":true,"landing_page_url":"https://orbi.uliege.be/handle/2268/179054","pdf_url":null,"source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Briefings in Bioinformatics (2014)","raw_type":"peer reviewed"},{"id":"doi:10.5167/uzh-105236","is_oa":true,"landing_page_url":"https://doi.org/10.5167/uzh-105236","pdf_url":null,"source":{"id":"https://openalex.org/S7407051291","display_name":"Universit\u00e4t Z\u00fcrich, ZORA","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1093/bib/bbu012","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbu012","pdf_url":"https://academic.oup.com/bib/article-pdf/16/2/338/682137/bbu012.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7400000095367432,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2105398277.pdf","grobid_xml":"https://content.openalex.org/works/W2105398277.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W599482115","https://openalex.org/W1480376833","https://openalex.org/W1506770594","https://openalex.org/W1520812622","https://openalex.org/W1875061881","https://openalex.org/W1963232440","https://openalex.org/W1985372952","https://openalex.org/W1986847092","https://openalex.org/W1989531990","https://openalex.org/W2010796941","https://openalex.org/W2038029087","https://openalex.org/W2070230130","https://openalex.org/W2079591220","https://openalex.org/W2087200541","https://openalex.org/W2088482166","https://openalex.org/W2095456809","https://openalex.org/W2096747053","https://openalex.org/W2101664201","https://openalex.org/W2108708644","https://openalex.org/W2123998733","https://openalex.org/W2125858955","https://openalex.org/W2131822674","https://openalex.org/W2141270567","https://openalex.org/W2143481518","https://openalex.org/W2144327682","https://openalex.org/W2146642572","https://openalex.org/W2150577353","https://openalex.org/W2303043072","https://openalex.org/W2486185063","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3193043704","https://openalex.org/W3171520305","https://openalex.org/W1924178503","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4308716060","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0,64],"an":[1],"interesting":[2],"and":[3,56,80,93],"quite":[4],"exhaustive":[5],"review":[6],"on":[7,29,60],"Random":[8],"Forests":[9],"(RF)":[10],"methodology":[11],"in":[12,50,54,57,62],"bioinformatics":[13,52],"Touw":[14,90],"et":[15,91],"al.":[16,92],"address--among":[17],"other":[18,94],"topics--the":[19],"problem":[20],"of":[21,24,75],"the":[22,51,58,68,76],"detection":[23],"interactions":[25],"between":[26],"variables":[27],"based":[28],"RF":[30,61,87],"methodology.":[31],"We":[32],"feel":[33],"that":[34],"some":[35,74,83],"important":[36],"statistical":[37,78],"concepts,":[38],"such":[39],"as":[40],"'interaction',":[41],"'conditional":[42],"dependence'":[43],"or":[44],"'correlation',":[45],"are":[46],"sometimes":[47],"employed":[48],"inconsistently":[49],"literature":[53,59],"general":[55],"particular.":[63],"this":[65],"letter":[66],"to":[67,72],"Editor,":[69],"we":[70],"aim":[71],"clarify":[73],"central":[77],"concepts":[79],"point":[81],"out":[82],"confusing":[84],"interpretations":[85],"concerning":[86],"given":[88],"by":[89],"authors.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
