{"id":"https://openalex.org/W16489550","doi":"https://doi.org/10.1007/978-3-642-24800-9_21","title":"An Alternative to ROC and AUC Analysis of Classifiers","display_name":"An Alternative to ROC and AUC Analysis of Classifiers","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W16489550","doi":"https://doi.org/10.1007/978-3-642-24800-9_21","mag":"16489550"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-24800-9_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24800-9_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5049605606","display_name":"Frank Klawonn","orcid":"https://orcid.org/0000-0001-9613-182X"},"institutions":[{"id":"https://openalex.org/I4210124929","display_name":"Helmholtz Centre for Infection Research","ror":"https://ror.org/03d0p2685","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210124929"]},{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Frank Klawonn","raw_affiliation_strings":["Bioinformatics and Statistics, Helmholtz Centre for Infection Research, Inhoffenstr. 7, D-38124, Braunschweig, Germany","Department of Computer Science, Ostfalia University of Applied Sciences, Salzdahlumer Str. 46/48, D-38302, Wolfenbuettel, Germany","Department of Computer Science, Ostfalia University of Applied Sciences, Wolfenbuettel and Bioinformatics and Statistics, Helmholtz Centre for Infection Research, Braunschweig, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Bioinformatics and Statistics, Helmholtz Centre for Infection Research, Inhoffenstr. 7, D-38124, Braunschweig, Germany","institution_ids":["https://openalex.org/I4210124929"]},{"raw_affiliation_string":"Department of Computer Science, Ostfalia University of Applied Sciences, Salzdahlumer Str. 46/48, D-38302, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]},{"raw_affiliation_string":"Department of Computer Science, Ostfalia University of Applied Sciences, Wolfenbuettel and Bioinformatics and Statistics, Helmholtz Centre for Infection Research, Braunschweig, Germany#TAB#","institution_ids":["https://openalex.org/I2799859273","https://openalex.org/I4210124929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075513915","display_name":"Frank H\u00f6ppner","orcid":"https://orcid.org/0000-0003-4170-5077"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank H\u00f6ppner","raw_affiliation_strings":["Department of Computer Science, Ostfalia University of Applied Sciences, Salzdahlumer Str. 46/48, D-38302, Wolfenbuettel, Germany","Department of Computer Science Ostfalia University of Applied Sciences, Wolfenbuettel, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ostfalia University of Applied Sciences, Salzdahlumer Str. 46/48, D-38302, Wolfenbuettel, Germany","institution_ids":["https://openalex.org/I2799859273"]},{"raw_affiliation_string":"Department of Computer Science Ostfalia University of Applied Sciences, Wolfenbuettel, Germany#TAB#","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029369410","display_name":"Sigrun May","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124929","display_name":"Helmholtz Centre for Infection Research","ror":"https://ror.org/03d0p2685","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210124929"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sigrun May","raw_affiliation_strings":["Biological Systems Analysis, Helmholtz Centre for Infection Research, Inhoffenstr. 7, D-38124, Braunschweig, Germany","Biological Systems Analysis, Helmholtz Centre for Infection Research, Braunschweig, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Biological Systems Analysis, Helmholtz Centre for Infection Research, Inhoffenstr. 7, D-38124, Braunschweig, Germany","institution_ids":["https://openalex.org/I4210124929"]},{"raw_affiliation_string":"Biological Systems Analysis, Helmholtz Centre for Infection Research, Braunschweig, Germany#TAB#","institution_ids":["https://openalex.org/I4210124929"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049605606"],"corresponding_institution_ids":["https://openalex.org/I2799859273","https://openalex.org/I4210124929"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.4905,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.81914827,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"210","last_page":"221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9947999715805054,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9947999715805054,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9750000238418579,"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"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9350000023841858,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/computer-science","display_name":"Computer science","score":0.8272112607955933},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.807245135307312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6321799159049988},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5724865794181824},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5533339381217957},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4396768808364868},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34227454662323}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8272112607955933},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.807245135307312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6321799159049988},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5724865794181824},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5533339381217957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4396768808364868},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34227454662323}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-24800-9_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24800-9_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.550000011920929,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1524761913","https://openalex.org/W1583837637","https://openalex.org/W1680392829","https://openalex.org/W1847724720","https://openalex.org/W1912982817","https://openalex.org/W1937501893","https://openalex.org/W1965894730","https://openalex.org/W2048537487","https://openalex.org/W2068138485","https://openalex.org/W2096335861","https://openalex.org/W2104597806","https://openalex.org/W2112670427","https://openalex.org/W2115650093","https://openalex.org/W2124216274","https://openalex.org/W2128967345","https://openalex.org/W2137959503","https://openalex.org/W2167793421","https://openalex.org/W2595408825","https://openalex.org/W2613161123","https://openalex.org/W2747485148","https://openalex.org/W4247640718"],"related_works":["https://openalex.org/W4385649027","https://openalex.org/W4400094315","https://openalex.org/W2970784617","https://openalex.org/W2126639667","https://openalex.org/W2217963778","https://openalex.org/W2474554762","https://openalex.org/W2129882004","https://openalex.org/W4303685026","https://openalex.org/W1980276147","https://openalex.org/W2266938806"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}