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Volumn 4668 LNCS, Issue PART 1, 2007, Pages 329-338

An ensemble dependence measure

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; MULTILAYER NEURAL NETWORKS;

EID: 38149142808     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74690-4_34     Document Type: Conference Paper
Times cited : (1)

References (10)
  • 1
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L.: Bagging predictors. Machine Learning 24(2), 123-140 (1996)
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 2
    • 10444221886 scopus 로고    scopus 로고
    • Diversity creation methods: A survey and categorisation
    • Brown, G., Wyatt, J., Harris, R., Yao, X.: Diversity creation methods: a survey and categorisation. Information Fusion 6(1), 5-20 (2005)
    • (2005) Information Fusion , vol.6 , Issue.1 , pp. 5-20
    • Brown, G.1    Wyatt, J.2    Harris, R.3    Yao, X.4
  • 3
    • 0036643067 scopus 로고    scopus 로고
    • Estimating generalization error on two-class datasets using out-ofbag estimates
    • Bylander, T.: Estimating generalization error on two-class datasets using out-ofbag estimates. Machine Learning 48(1-3), 287-297 (2002)
    • (2002) Machine Learning , vol.48 , Issue.1-3 , pp. 287-297
    • Bylander, T.1
  • 4
    • 26444613298 scopus 로고    scopus 로고
    • Fumera, G., Roli, F., Serrau, A.: Dynamics of variance reduction in bagging and other techniques based on randomisation. In: Oza, N.C., Polikar, R., Kittler, J., RoIi, F. (eds.) MCS 2005. LNCS, 3541, pp. 316-325. Springer, Heidelberg (2005)
    • Fumera, G., Roli, F., Serrau, A.: Dynamics of variance reduction in bagging and other techniques based on randomisation. In: Oza, N.C., Polikar, R., Kittler, J., RoIi, F. (eds.) MCS 2005. LNCS, vol. 3541, pp. 316-325. Springer, Heidelberg (2005)
  • 5
    • 35048862917 scopus 로고    scopus 로고
    • Kuncheva, L.: That elusive diversity in classifier ensembles. In: Perales, F.J., Campilho, A., Pérez, N., Sanfeliu, A. (eds.) IbPRIA 2003. LNCS, 2652, Springer, Heidelberg (2003)
    • Kuncheva, L.: That elusive diversity in classifier ensembles. In: Perales, F.J., Campilho, A., Pérez, N., Sanfeliu, A. (eds.) IbPRIA 2003. LNCS, vol. 2652, Springer, Heidelberg (2003)
  • 8
    • 26444475844 scopus 로고    scopus 로고
    • Prior, M., Windeatt, T.: Over-fitting in ensembles of neural network classifiers within ecoc frameworks. In: Oza, N.C., Polikar, R., Kittler, J., Roli, F. (eds.) MCS 2005. LNCS, 3541, pp. 286-295. Springer, Heidelberg (2005)
    • Prior, M., Windeatt, T.: Over-fitting in ensembles of neural network classifiers within ecoc frameworks. In: Oza, N.C., Polikar, R., Kittler, J., Roli, F. (eds.) MCS 2005. LNCS, vol. 3541, pp. 286-295. Springer, Heidelberg (2005)
  • 9
    • 34047205353 scopus 로고    scopus 로고
    • Parameter tuning using the out-of-bootstrap generalisation error estimate for stochastic discrimination and random forests
    • Prior, M., Windeatt, T.: Parameter tuning using the out-of-bootstrap generalisation error estimate for stochastic discrimination and random forests. In: International Conference on Pattern Recognition, pp. 498-501 (2006)
    • (2006) International Conference on Pattern Recognition , pp. 498-501
    • Prior, M.1    Windeatt, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.