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Volumn 5360 LNAI, Issue , 2008, Pages 247-257

Practical bias variance decomposition

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIONICS; CLASSIFIERS; LEARNING ALGORITHMS; LEARNING SYSTEMS;

EID: 58349095647     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-89378-3_24     Document Type: Conference Paper
Times cited : (10)

References (13)
  • 5
    • 0032645080 scopus 로고    scopus 로고
    • An empirical comparison of voting classification algorithms: Bagging, boosting, and variants
    • Bauer, E., Kohavi, R.: An empirical comparison of voting classification algorithms: Bagging, boosting, and variants. Machine Learning 36(1-2), 105-139 (1999)
    • (1999) Machine Learning , vol.36 , Issue.1-2 , pp. 105-139
    • Bauer, E.1    Kohavi, R.2
  • 6
    • 0037403462 scopus 로고    scopus 로고
    • Variance and bias for general loss functions
    • James, G.: Variance and bias for general loss functions. Machine Learning 51, 115-135 (2003)
    • (2003) Machine Learning , vol.51 , pp. 115-135
    • James, G.1
  • 9
    • 0034247206 scopus 로고    scopus 로고
    • Multiboosting: A technique for combining boosting and wagging
    • Webb, G.I.: Multiboosting: A technique for combining boosting and wagging. Machine Learning 40(2), 159-196 (2000)
    • (2000) Machine Learning , vol.40 , Issue.2 , pp. 159-196
    • Webb, G.I.1
  • 12
    • 0027883358 scopus 로고
    • Database mining: A performance perspective
    • Special issue on Learning and Discovery in Knowledge-Based Databases
    • Agrawal, R., Imielinski, T., Swami, A.: Database mining: A performance perspective. IEEE Transactions on Knowledge and Data Engineering 5(6), 914-925 (1993); Special issue on Learning and Discovery in Knowledge-Based Databases.
    • (1993) IEEE Transactions on Knowledge and Data Engineering , vol.5 , Issue.6 , pp. 914-925
    • Agrawal, R.1    Imielinski, T.2    Swami, A.3
  • 13
    • 38049132692 scopus 로고    scopus 로고
    • Dwyer, K., Holte, R.C.: Decision tree instability and active learning. In: Kok, J.N., Koronacki, J., de Mantaras, R.L., Matwin, S., Mladenic, D., Skowron, A. (eds.) ECML 2007. LNCS (LNAI), 4701, pp. 128-139. Springer, Heidelberg (2007)
    • Dwyer, K., Holte, R.C.: Decision tree instability and active learning. In: Kok, J.N., Koronacki, J., de Mantaras, R.L., Matwin, S., Mladenic, D., Skowron, A. (eds.) ECML 2007. LNCS (LNAI), vol. 4701, pp. 128-139. Springer, Heidelberg (2007)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.