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Volumn , Issue , 2010, Pages 323-327

Evaluation of genetic algorithms for tuning SVM parameters in multi-class problems

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATA; CLASSIFICATION ACCURACY; DATA CLASSIFICATION; GENETIC ALGORITHM APPROACH; KEY PROBLEMS; LEARNING PROCESS; MULTI-CLASS PROBLEMS; PARAMETER OPTIMIZATION; PARAMETER SETTING;

EID: 78651518125     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CINTI.2010.5672224     Document Type: Conference Paper
Times cited : (30)

References (15)
  • 1
    • 33748076461 scopus 로고    scopus 로고
    • A GA-based feature selection and parameters optimizationfor support vector machines
    • Huang, C. and C. Wang, A GA-based feature selection and parameters optimizationfor support vector machines. Expert Systems with Applications, 2006. 31(2): p. 231-240.
    • (2006) Expert Systems with Applications , vol.31 , Issue.2 , pp. 231-240
    • Huang, C.1    Wang, C.2
  • 6
    • 24044435942 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • Allwein, E., R. Schapire, and Y. Singer, Reducing multiclass to binary: A unifying approach for margin classifiers. The Journal of Machine Learning Research, 2001. 1: p. 113-141.
    • (2001) The Journal of Machine Learning Research , vol.1 , pp. 113-141
    • Allwein, E.1    Schapire, R.2    Singer, Y.3
  • 7
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Hsu, C. and C. Lin, A comparison of methods for multiclass support vector machines. Neural Networks, IEEE Transactions on, 2002. 13(2): p. 415-425.
    • (2002) Neural Networks, IEEE Transactions on , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.1    Lin, C.2
  • 9
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Hsu, C. and C. Lin, A comparison of methods for multiclass support vector machines. IEEE transactions on Neural Networks, 2002. 13(2): p. 415-425.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.1    Lin, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.