{"id":"https://openalex.org/W2104218310","doi":"https://doi.org/10.1109/gensips.2009.5174333","title":"Sample size calculation from specified RMS of the resubstitution error for linear classifiers","display_name":"Sample size calculation from specified RMS of the resubstitution error for linear classifiers","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2104218310","doi":"https://doi.org/10.1109/gensips.2009.5174333","mag":"2104218310"},"language":"en","primary_location":{"id":"doi:10.1109/gensips.2009.5174333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gensips.2009.5174333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Workshop on Genomic Signal Processing and Statistics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040086890","display_name":"Amin Zollanvari","orcid":"https://orcid.org/0000-0002-9172-8413"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amin Zollanvari","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A and M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A and M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026990034","display_name":"Ulisses Braga-Neto","orcid":"https://orcid.org/0000-0002-1210-2173"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ulisses M. Braga-Neto","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A and M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A and M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112221423","display_name":"Edward R. Dougherty","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]},{"id":"https://openalex.org/I1284308235","display_name":"Translational Genomics Research Institute","ror":"https://ror.org/02hfpnk21","country_code":"US","type":"facility","lineage":["https://openalex.org/I1284308235"]},{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]},{"id":"https://openalex.org/I4210104856","display_name":"Phoenix (United States)","ror":"https://ror.org/01ggenr10","country_code":"US","type":"company","lineage":["https://openalex.org/I4210104856"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward R. Dougherty","raw_affiliation_strings":["Computational Biology Division, Translational Genomics Research Institute Phoenix, Phoenix, AZ, USA","Department of Electrical and Computer Engineering, Texas A and M University, College Station, TX, USA","Department of Pathology, M.D. Anderson Cancer Center, University of Technology, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Computational Biology Division, Translational Genomics Research Institute Phoenix, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I1284308235","https://openalex.org/I4210104856"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A and M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Department of Pathology, M.D. Anderson Cancer Center, University of Technology, Houston, TX, USA","institution_ids":["https://openalex.org/I1343551460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040086890"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14327092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9715999960899353,"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":0.9715999960899353,"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/T11236","display_name":"Control Systems and Identification","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9462000131607056,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sample-size-determination","display_name":"Sample size determination","score":0.646324872970581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5718527436256409},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.45479822158813477},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4198237955570221},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3840380609035492},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34090012311935425},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29774409532546997},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08650422096252441}],"concepts":[{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.646324872970581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5718527436256409},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.45479822158813477},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4198237955570221},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3840380609035492},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34090012311935425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29774409532546997},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08650422096252441},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gensips.2009.5174333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gensips.2009.5174333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Workshop on Genomic Signal Processing and Statistics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1999584558","https://openalex.org/W2096552892","https://openalex.org/W2163721736","https://openalex.org/W2904853484","https://openalex.org/W6684053152"],"related_works":["https://openalex.org/W4388813866","https://openalex.org/W2999104021","https://openalex.org/W1481656249","https://openalex.org/W2850804095","https://openalex.org/W2033914206","https://openalex.org/W2162280767","https://openalex.org/W3012357814","https://openalex.org/W2042327336","https://openalex.org/W3047225376","https://openalex.org/W1570799877"],"abstract_inverted_index":{"Error":[0],"estimation":[1],"must":[2],"be":[3],"used":[4],"to":[5,46,65],"find":[6],"the":[7,29,32,49],"accuracy":[8],"of":[9,36,57],"a":[10,41,55,72],"designed":[11],"classifier,":[12],"an":[13],"issue":[14],"that":[15],"is":[16],"critical":[17],"in":[18,44],"biomarker":[19],"discovery.":[20],"This":[21],"paper":[22],"applies":[23],"analytical":[24],"results":[25],"derived":[26],"previously":[27],"by":[28],"authors":[30],"concerning":[31],"exact":[33],"sampling":[34],"distribution":[35],"resubstitution":[37,52],"for":[38,51],"LDA":[39],"under":[40],"Gaussianity":[42],"assumption":[43],"order":[45],"investigate":[47],"how":[48],"RMS":[50],"behaves":[53],"as":[54],"function":[56],"sample":[58],"size.":[59],"In":[60],"particular,":[61],"this":[62],"allows":[63],"one":[64],"make":[66],"simple":[67],"sample-size":[68],"calculations":[69],"based":[70],"on":[71],"specified":[73],"RMS.":[74]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
