{"id":"https://openalex.org/W380108896","doi":"https://doi.org/10.1007/978-3-662-44415-3_24","title":"Evaluating Classification Performance with only Positive and Unlabeled Samples","display_name":"Evaluating Classification Performance with only Positive and Unlabeled Samples","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W380108896","doi":"https://doi.org/10.1007/978-3-662-44415-3_24","mag":"380108896"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-44415-3_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-44415-3_24","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/A5087952457","display_name":"Siamak Hajizadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Siamak Hajizadeh","raw_affiliation_strings":["Delft University of Technology, Stevinweg 1, 2628 CN, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Stevinweg 1, 2628 CN, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100732567","display_name":"Zili Li","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Zili Li","raw_affiliation_strings":["Delft University of Technology, Stevinweg 1, 2628 CN, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Stevinweg 1, 2628 CN, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024210771","display_name":"Rolf Dollevoet","orcid":"https://orcid.org/0000-0002-8279-8284"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rolf P. B. J. Dollevoet","raw_affiliation_strings":["Delft University of Technology, Stevinweg 1, 2628 CN, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Stevinweg 1, 2628 CN, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001295629","display_name":"David M. J. Tax","orcid":"https://orcid.org/0000-0002-5153-9087"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"David M. J. Tax","raw_affiliation_strings":["Delft University of Technology, Stevinweg 1, 2628 CN, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Stevinweg 1, 2628 CN, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087952457"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.09304364,"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":"233","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9998000264167786,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9998000264167786,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9919000267982483,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9861000180244446,"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/computer-science","display_name":"Computer science","score":0.8071056008338928},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.7426784038543701},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6458313465118408},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.6220154762268066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.611620306968689},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5683252811431885},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5560570359230042},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41710570454597473},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3819953203201294},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33516210317611694},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.14100417494773865}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8071056008338928},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.7426784038543701},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6458313465118408},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.6220154762268066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.611620306968689},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5683252811431885},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5560570359230042},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41710570454597473},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3819953203201294},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33516210317611694},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.14100417494773865},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-662-44415-3_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-44415-3_24","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W265767496","https://openalex.org/W1506806321","https://openalex.org/W1522481927","https://openalex.org/W1538189649","https://openalex.org/W1562674385","https://openalex.org/W1663973292","https://openalex.org/W1861993554","https://openalex.org/W1987068357","https://openalex.org/W1987866119","https://openalex.org/W1996058270","https://openalex.org/W2000288463","https://openalex.org/W2044653390","https://openalex.org/W2057615192","https://openalex.org/W2059671645","https://openalex.org/W2101029276","https://openalex.org/W2107432340","https://openalex.org/W2123958887","https://openalex.org/W2124431629","https://openalex.org/W2127883478","https://openalex.org/W2133227149","https://openalex.org/W2133699278","https://openalex.org/W2134510195","https://openalex.org/W2144944670","https://openalex.org/W2146807976","https://openalex.org/W2152274187","https://openalex.org/W2153635508","https://openalex.org/W2156772624","https://openalex.org/W2594639291","https://openalex.org/W2605068739","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1557094818","https://openalex.org/W2183246718","https://openalex.org/W2099261052","https://openalex.org/W3209204065","https://openalex.org/W4255837520","https://openalex.org/W2105707930","https://openalex.org/W4226316650","https://openalex.org/W4382934300","https://openalex.org/W2121061354","https://openalex.org/W4285388059"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
