Multiclass Probabilistic Classification for Support Vector Machines
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Bae, Ji-Sang | - |
dc.contributor.author | Kim, Jong-Ok | - |
dc.date.accessioned | 2021-09-04T15:44:19Z | - |
dc.date.available | 2021-09-04T15:44:19Z | - |
dc.date.created | 2021-06-18 | - |
dc.date.issued | 2015-06 | - |
dc.identifier.issn | 1745-1361 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/93416 | - |
dc.description.abstract | Support Vector Machine (SVM) is one of the most widely used classifiers to categorize observations. This classifier deterministically selects a class that has the largest score for a classification output. In this letter, we propose a multiclass probabilistic classification method that reflects the degree of confidence. We apply the proposed method to age group classification and verify the performance. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG | - |
dc.title | Multiclass Probabilistic Classification for Support Vector Machines | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Kim, Jong-Ok | - |
dc.identifier.doi | 10.1587/transinf.2014EDL8167 | - |
dc.identifier.scopusid | 2-s2.0-84930456690 | - |
dc.identifier.wosid | 000359001600016 | - |
dc.identifier.bibliographicCitation | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v.E98D, no.6, pp.1251 - 1255 | - |
dc.relation.isPartOf | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | - |
dc.citation.title | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | - |
dc.citation.volume | E98D | - |
dc.citation.number | 6 | - |
dc.citation.startPage | 1251 | - |
dc.citation.endPage | 1255 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Information Systems | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Software Engineering | - |
dc.subject.keywordAuthor | multiclass classification | - |
dc.subject.keywordAuthor | probabilistic classification | - |
dc.subject.keywordAuthor | SVM | - |
dc.subject.keywordAuthor | age-group classification | - |
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