{"id":"https://openalex.org/W3083444919","doi":"https://doi.org/10.1007/s11222-020-09971-5","title":"An apparent paradox: a classifier based on a partially classified sample may have smaller expected error rate than that if the sample were completely classified","display_name":"An apparent paradox: a classifier based on a partially classified sample may have smaller expected error rate than that if the sample were completely classified","publication_year":2020,"publication_date":"2020-09-05","ids":{"openalex":"https://openalex.org/W3083444919","doi":"https://doi.org/10.1007/s11222-020-09971-5","mag":"3083444919"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-020-09971-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-020-09971-5","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"type":"book-chapter","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/A5016383307","display_name":"Daniel Ahfock","orcid":"https://orcid.org/0000-0002-8075-6443"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daniel Ahfock","raw_affiliation_strings":["School of Mathematics and Physics, University of Queensland, St. Lucia, QLD, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, University of Queensland, St. Lucia, QLD, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057375178","display_name":"Geoffrey J. McLachlan","orcid":"https://orcid.org/0000-0002-5921-3145"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Geoffrey J. McLachlan","raw_affiliation_strings":["School of Mathematics and Physics, University of Queensland, St. Lucia, QLD, 4072, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5921-3145","affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, University of Queensland, St. Lucia, QLD, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057375178"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":null,"fwci":6.9396,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97038917,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"30","issue":"6","first_page":"1779","last_page":"1790"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9837999939918518,"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/missing-data","display_name":"Missing data","score":0.6815469264984131},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6310349106788635},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5877501368522644},{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.5833855271339417},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5798439979553223},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5238352417945862},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.47744613885879517},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.46667802333831787},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.4393994212150574},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.43588533997535706},{"id":"https://openalex.org/keywords/sample-space","display_name":"Sample space","score":0.4262775182723999},{"id":"https://openalex.org/keywords/discriminant-function-analysis","display_name":"Discriminant function analysis","score":0.4253042936325073},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.41951069235801697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3627372980117798}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6815469264984131},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6310349106788635},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5877501368522644},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.5833855271339417},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5798439979553223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5238352417945862},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.47744613885879517},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.46667802333831787},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.4393994212150574},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.43588533997535706},{"id":"https://openalex.org/C100279318","wikidata":"https://www.wikidata.org/wiki/Q467440","display_name":"Sample space","level":2,"score":0.4262775182723999},{"id":"https://openalex.org/C41771347","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Discriminant function analysis","level":2,"score":0.4253042936325073},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.41951069235801697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3627372980117798},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11222-020-09971-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-020-09971-5","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:0b1b5d0","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6072097725","display_name":"Expanding the role of mixture models in statistical analyses of big data","funder_award_id":"DP170100907","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G8743238810","display_name":"ARC Training Centre for Innovation in Biomedical Imaging Technology","funder_award_id":"IC170100035","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1187335281","https://openalex.org/W1479807131","https://openalex.org/W1545344782","https://openalex.org/W1968300602","https://openalex.org/W1975165783","https://openalex.org/W1981276685","https://openalex.org/W2001628852","https://openalex.org/W2039609561","https://openalex.org/W2040996667","https://openalex.org/W2049633694","https://openalex.org/W2090578816","https://openalex.org/W2100358124","https://openalex.org/W2112493011","https://openalex.org/W2112688502","https://openalex.org/W2123958887","https://openalex.org/W2129476886","https://openalex.org/W2130037226","https://openalex.org/W2131775048","https://openalex.org/W2148603752","https://openalex.org/W2154794763","https://openalex.org/W2234964355","https://openalex.org/W2293363371","https://openalex.org/W2490800645","https://openalex.org/W2920725015","https://openalex.org/W2943865428","https://openalex.org/W2984353870","https://openalex.org/W3011800894"],"related_works":["https://openalex.org/W3032945164","https://openalex.org/W2057612738","https://openalex.org/W2350090304","https://openalex.org/W2374829798","https://openalex.org/W2111299550","https://openalex.org/W2015090530","https://openalex.org/W2163119505","https://openalex.org/W2357620147","https://openalex.org/W1924608028","https://openalex.org/W2014235090"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
