SCOPUS 정보 검색 플랫폼

Volumn 24, Issue 3, 2012, Pages 543-562

Variance reduction in purely random forests

b INSERM (France)

Author keywords

ensemble methods; nonparametric regression; random forests; randomisation; rates of convergence

Indexed keywords

EID: 84865253237 PISSN: 10485252 EISSN: 10290311 Source Type: Journal
DOI: 10.1080/10485252.2012.677843 Document Type: Article

Times cited : (81)

References (13)

1
- 61749099565
- preprint, arXiv:0802.0566v2
- Arlot, S. (2008), 'V-Fold Cross-Validation Improved: V-Fold Penalization', preprint, arXiv:0802.0566v2.
- (2008) V-Fold Cross-Validation Improved: V-Fold Penalization
- Arlot, S.¹

3
- 54249099241
- Consistency of Random Forests and other Averaging Classifiers
- Biau, G., Devroye, L. and Lugosi, G. 2008. Consistency of Random Forests and other Averaging Classifiers. Journal of Machine Learning Research, 9: 2039-2057.
- (2008) Journal of Machine Learning Research , vol.9 , pp. 2039-2057
- Biau, G.¹ Devroye, L.² Lugosi, G.³

4
- 0035478854
- Random Forests
- Breiman, L. 2001. Random Forests. Machine Learning, 45: 5-32.
- (2001) Machine Learning , vol.45 , pp. 5-32
- Breiman, L.¹

5
- 33646403804
- Pert - Perfect Random Tree Ensembles
- Cutler, A. and Zhao, G. 2001. Pert-Perfect Random Tree Ensembles. Computing Science and Statistics, 33: 490-497.
- (2001) Computing Science and Statistics , vol.33 , pp. 490-497
- Cutler, A.¹ Zhao, G.²

6
- 0003707560
- New York: Wiley Wiley Series in Probability and Statistics
- David, H. A. and Nagaraja, H. N. 2003. Order Statistics, New York: Wiley. Wiley Series in Probability and Statistics
- (2003) Order Statistics
- David, H.A.¹ Nagaraja, H.N.²

7
- 30644464444
- Gene Selection and Classification of Microarray Data using Random Forest
- Díaz-Uriarte, R., and Alvarez de Andrés, S. (2006), 'Gene Selection and Classification of Microarray Data using Random Forest', BMC Bioinformatics, 7, 3.
- (2006) BMC Bioinformatics , vol.7 , Issue.3
- Díaz-Uriarte, R.¹ de Alvarez Andrés, S.²

8
- 77957922514
- Variable Selection using Random Forests
- Genuer, R., Poggi, J.-M. and Tuleau, C. 2010. Variable Selection using Random Forests. Pattern Recognition Letters, 31: 2225-2236.
- (2010) Pattern Recognition Letters , vol.31 , pp. 2225-2236
- Genuer, R.¹ Poggi, J.-M.² Tuleau, C.³

9
- 77953351710
- An Application of Random Forests to a Genome-Wide Association Dataset: Methodological Considerations & New Findings
- Goldstein, B., Hubbard, A., Cutler, A. and Barcellos, L. 2010. An Application of Random Forests to a Genome-Wide Association Dataset: Methodological Considerations & New Findings. BMC Genetics, 11(1): 49
- (2010) BMC Genetics , vol.11 , Issue.1 , pp. 49
- Goldstein, B.¹ Hubbard, A.² Cutler, A.³ Barcellos, L.⁴

10
- 0004155526
- Reading, MA: Addison-Wesley
- Graham, R. L., Knuth, D. E. and Patashnik, O. 1989. Concrete Mathematics, Reading, MA: Addison-Wesley.
- (1989) Concrete Mathematics
- Graham, R.L.¹ Knuth, D.E.² Patashnik, O.³

11
- 0003684449
- New York: Springer-Verlag
- Hastie, T., Tibshirani, R. and Friedman, J. 2009. The Elements of Statistical Learning, 2, New York: Springer-Verlag.
- (2009) The Elements of Statistical Learning
- Hastie, T.¹ Tibshirani, R.² Friedman, J.³

12
- 0003789496
- New York: Springer-Verlag
- Ibragimov, I. A. and Khasminskii, R. Z. 1981. Statistical Estimation: Asymptotic Theory, New York: Springer-Verlag.
- (1981) Statistical Estimation: Asymptotic Theory
- Ibragimov, I.A.¹ Khasminskii, R.Z.²

13
- 0345040873
- Classification and Regression by randomForest
- Liaw, A. and Wiener, M. 2002. Classification and Regression by randomForest. R News, 2(3): 18-22.
- (2002) R News , vol.2 , Issue.3 , pp. 18-22
- Liaw, A.¹ Wiener, M.²

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.