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Volumn , Issue PART 3, 2013, Pages 2329-2337

Multiple-source cross-validation

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; SOFTWARE ENGINEERING;

EID: 84897550441     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (8)

References (15)
  • 1
    • 77956649096 scopus 로고    scopus 로고
    • A survey of cross-validation procedures for model selection
    • Arlot, S. and Celisse, A. A survey of cross-validation procedures for model selection. Statistics Surveys, 4:40-79, 2010.
    • (2010) Statistics Surveys , vol.4 , pp. 40-79
    • Arlot, S.1    Celisse, A.2
  • 3
    • 84925604888 scopus 로고    scopus 로고
    • No unbiased estimator of the variance of k-fold cross-validation
    • Bengio, Y. and Grandvalet, Y. No unbiased estimator of the variance of k-fold cross-validation. Journal of Machine Learning Research, 5:1089-1105, 2003.
    • (2003) Journal of Machine Learning Research , vol.5 , pp. 1089-1105
    • Bengio, Y.1    Grandvalet, Y.2
  • 5
    • 0031189914 scopus 로고    scopus 로고
    • Multi-task learning
    • Caruana, R. Multi-task learning. Machine Learning, 28:41-75, 1997.
    • (1997) Machine Learning , vol.28 , pp. 41-75
    • Caruana, R.1
  • 7
    • 77949462754 scopus 로고    scopus 로고
    • Technical Report 1285, Département d'informatique et recherche opérationnelle, Université de Montreal
    • Grandvalet, Y. and Bengio, Y. Hypothesis testing for cross-validation. Technical Report 1285, Département d'informatique et recherche opérationnelle, Université de Montreal, 2006.
    • (2006) Hypothesis Testing for Cross-validation
    • Grandvalet, Y.1    Bengio, Y.2
  • 8
    • 70349847999 scopus 로고    scopus 로고
    • Covariate shift by kernel mean matching
    • Quihonero-Candela, J., Sugiyaina, M., Schwaighofer, A., and Lawrence, N.D. (eds.), The MIT Press
    • Gretton, A., Smola, A., Huang, J., Schmittfull, M., Borgwardt, K., and Schölkopf, B. &. Covariate shift by kernel mean matching. In Quihonero-Candela, J., Sugiyaina, M., Schwaighofer, A., and Lawrence, N.D. (eds.), Dataset shift in machine learning, pp. 131-160. The MIT Press, 2009.
    • (2009) Dataset Shift in Machine Learning , pp. 131-160
    • Gretton, A.1    Smola, A.2    Huang, J.3    Schmittfull, M.4    Borgwardt, K.5    Schölkopf, B.6
  • 9
    • 23244454640 scopus 로고    scopus 로고
    • Analysis of variance of cross-vahdation estimators of the generalization error
    • Markatou, M., Tian, H., Biswas, S., and Hripcsak, G. Analysis of variance of cross-vahdation estimators of the generalization error. Journal of Machine Learning Research, 6:1127-1168, 2005.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 1127-1168
    • Markatou, M.1    Tian, H.2    Biswas, S.3    Hripcsak, G.4
  • 11
    • 0042847140 scopus 로고    scopus 로고
    • Inference for the generalization error
    • Nadeau, C. and Bengio, Y. Inference for the generalization error. Machine Learning, 52:239-281, 2003.
    • (2003) Machine Learning , vol.52 , pp. 239-281
    • Nadeau, C.1    Bengio, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.