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Volumn 1793 LNAI, Issue , 2000, Pages 315-325

Applying one-sided selection to unbalanced datasets

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION TECHNIQUE; EXPERIMENTAL APPLICATION; UNBALANCED DATASETS;

EID: 84897785955     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/10720076_29     Document Type: Conference Paper
Times cited : (66)

References (14)
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    • (1988) Journal of the Acoustical Society of America , vol.84 , Issue.SUPPL. 1
    • Barnard, E.1    Cole, R.A.2    Hou, L.3
  • 2
    • 84897804698 scopus 로고    scopus 로고
    • A computational environment a to measure machine learning systems performance (in portuguese)
    • Batista, G.E.A.P.A.; Monard, M.C. A Computational Environment a to Measure Machine Learning Systems Performance (in Portuguese). Proceedings I ENIA, 1997, p. 41-45.
    • (1997) Proceedings i ENIA , pp. 41-45
    • Batista, G.E.A.P.A.1    Monard, M.C.2
  • 3
    • 84863387880 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • Blake, C.; Keogh, E.; Merz, C.J. UCI Repository of Machine Learning Databases. Irvine, CA: University of California, Department of Information and Computer Science. http://www.ics.uci.edu/ mlearn/MLRepository.html.
    • UCI Repository of Machine Learning Databases
    • Blake, C.1    Keogh, E.2    Merz, C.J.3
  • 4
    • 1942482069 scopus 로고    scopus 로고
    • Learning with non-uniform class and cost distributions: Effects and a distributed multi-classifier approach
    • Chan, P.K.; Stolfo, S.J. Learning with Non-uniform Class and Cost Distributions: Effects and a Distributed Multi-Classifier Approach. KDD-98 Workshop on Distributed Data Mining, 1998, p 1-9.
    • (1998) KDD-98 Workshop on Distributed Data Mining , pp. 1-9
    • Chan, P.K.1    Stolfo, S.J.2
  • 5
    • 34250080806 scopus 로고
    • A weighted nearest neighbor algorithm for learning with symbolic features
    • Cost, S.; Salzberg, S. A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features. Machine Learning, 10 (1), 1993, pp. 57-78.
    • (1993) Machine Learning , vol.10 , Issue.1 , pp. 57-78
    • Cost, S.1    Salzberg, S.2
  • 7
    • 0027580356 scopus 로고
    • Very simple classification rules perform well on most commonly used datasets
    • Holte, C.R. Very Simple Classification Rules Perform Well on Most Commonly Used Datasets. Machine Learning, 11, 1993, pp. 63-91.
    • (1993) Machine Learning , vol.11 , pp. 63-91
    • Holte, C.R.1
  • 12
    • 0022909661 scopus 로고
    • Toward memory-based reasoning
    • Stanfill, C.; Waltz, D. Toward Memory-Based Reasoning. Communications of the ACM, 29(12), 1986, pp. 1213-1228.
    • (1986) Communications of the ACM , vol.29 , Issue.12 , pp. 1213-1228
    • Stanfill, C.1    Waltz, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.