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Volumn 3559 LNAI, Issue , 2005, Pages 32-47

Stability and generalization of bipartite ranking algorithms

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); LEARNING SYSTEMS; PROBLEM SOLVING; STABILITY;

EID: 26944457342     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11503415_3     Document Type: Conference Paper
Times cited : (50)

References (18)
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    • On the uniform convergence of relative frequencies of events to their probabilities
    • Vapnik, V.N., Chervonenkis, A.: On the uniform convergence of relative frequencies of events to their probabilities. Theory of Probability and its Applications 16 (1971) 264-280
    • (1971) Theory of Probability and Its Applications , vol.16 , pp. 264-280
    • Vapnik, V.N.1    Chervonenkis, A.2
  • 9
    • 0018520640 scopus 로고
    • Distribution-free performance bounds for potential function rules
    • Devroye, L., Wagner, T.: Distribution-free performance bounds for potential function rules. IEEE Transactions on Information Theory 25 (1979) 601-604
    • (1979) IEEE Transactions on Information Theory , vol.25 , pp. 601-604
    • Devroye, L.1    Wagner, T.2
  • 12
    • 0033566418 scopus 로고    scopus 로고
    • Algorithmic stability and sanity-check bounds for leave-one-out cross-validation
    • Kearns, M., Ron, D.: Algorithmic stability and sanity-check bounds for leave-one-out cross-validation. Neural Computation 11 (1999) 1427-1453
    • (1999) Neural Computation , vol.11 , pp. 1427-1453
    • Kearns, M.1    Ron, D.2
  • 13
    • 1842420581 scopus 로고    scopus 로고
    • General conditions for predictivity in learning theory
    • Poggio, T., Rifkin, R., Mukherjee, S., Niyogi, P.: General conditions for predictivity in learning theory. Nature 428 (2004) 419-422
    • (2004) Nature , vol.428 , pp. 419-422
    • Poggio, T.1    Rifkin, R.2    Mukherjee, S.3    Niyogi, P.4
  • 14
    • 0001035413 scopus 로고
    • On the method of bounded differences
    • Cambridge University Press
    • McDiarmid, C.: On the method of bounded differences. In: Surveys in Combinatorics 1989, Cambridge University Press (1989) 148-188
    • (1989) Surveys in Combinatorics 1989 , pp. 148-188
    • McDiarmid, C.1
  • 17
    • 34249279786 scopus 로고    scopus 로고
    • SVMs and area under ROC curves
    • PSI- INSA de Rouen
    • Rakotomamonjy, A.: SVMs and area under ROC curves. Technical report, PSI- INSA de Rouen (2004)
    • (2004) Technical Report
    • Rakotomamonjy, A.1
  • 18
    • 0012302736 scopus 로고    scopus 로고
    • The interaction of stability and weakness in AdaBoost
    • Computer Science Department, University of Chicago
    • Kutin, S., Niyogi, P.: The interaction of stability and weakness in AdaBoost. Technical Report TR-2001-30, Computer Science Department, University of Chicago (2001)
    • (2001) Technical Report , vol.TR-2001-30
    • Kutin, S.1    Niyogi, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.