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Volumn 87, Issue , 2008, Pages 201-208

Categorical proportional difference: A feature selection method for text categorization

Author keywords

Categorical proportional difference; Feature selection; Supervised learning; Text categorization

Indexed keywords

CATEGORICAL PROPORTIONAL DIFFERENCE; DOCUMENT FREQUENCY; F-MEASURE; FEATURE SELECTION METHODS; INFORMATION GAIN; LEARNING TASKS; MEASURES OF PERFORMANCE; MUTUAL INFORMATIONS; NAIVE BAYES TEXT CLASSIFIER; NEWSGROUPS; ODDS RATIOS; OHSUMED; REUTERS-21578; TEXT CATEGORIZATION; TEXT CORPORA; UNIQUE WORD;

EID: 69849084283     PISSN: 14451336     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article
Times cited : (39)

References (15)
  • 1
    • 2942731012 scopus 로고    scopus 로고
    • An extensive empirical study of feature selection metrics for text classification
    • Forman, G. (2003), 'An extensive empirical study of feature selection metrics for text classification', Journal of Machine Learning Research 3, 1289- 1305.
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 1289-1305
    • Forman, G.1
  • 5
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Chemnitz, Germany
    • Joachims, T. (1998), Text categorization with support vector machines: Learning with many relevant features, in 'Proceedings of the 10th European Conference on Machine Learning (ECML'98)', Chemnitz, Germany, pp. 137-142.
    • (1998) Proceedings of the 10th European Conference on Machine Learning (ECML98) , pp. 137-142
    • Joachims, T.1
  • 9
    • 84870510385 scopus 로고    scopus 로고
    • Newsgroups
    • Newsgroups (1999), http://kdd.ics.uci.edu/databases/20newsgroups/20newsgroups.html.
    • (1999)
  • 11
    • 84870539977 scopus 로고    scopus 로고
    • OHSUMED
    • OHSUMED (2005), http://davis.wpi.edu/xmdv/datasets/ohsumed.html.
    • (2005)
  • 12
    • 84870557700 scopus 로고    scopus 로고
    • Reuters-21578
    • Reuters-21578 (1997), http://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html.
    • (1997)
  • 13
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Sebastiani, F. (2002), 'Machine learning in automated text categorization', ACM Computing Surveys 34(1), 1-47.
    • (2002) ACM Computing Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.