Risk estimation for classification trees

Journal of Computational and Graphical Statistics

Volumn 11, Issue 2, 2002, Pages 263-288

  Bloch, Daniel A ^a   Olshen, Richard A ^a   Walker, Michael G ^a  

^a STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

.632 bootstrap; Breiman's method; Empirical Bayes

Indexed keywords

EID: 0036017468     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186002760180509     Document Type: Article

References (30)

1. Some nonparametric multivariate peocedures based on statistically equivalent blocks
2. Empirical comparison of approaches to forming strata
3. Bagging predictors
4. An algorithm with guaranteed convergence for finding the zero of a function
5. A comparative study of ordinary cross-validation, V-fold cross-validation and the repeated learning-testing methods
6. Estimation of optimal transformations using V-fold cross-validation and repeated learning-testing methods
7. Tree-based models
8. Nearest neighbor pattern classification
9. Extensions to the CART algorithm
10. Tree stability diagnostics and some remedies for instability
11. CART and best Ortho-basis: A connection
12. The Jackknife, the bootstrap, and other resampling plans
13. Estimating the error rate of a prediction rule: Improvement on cross-validation
14. A leisurely look at the bootstrap, the jackknife, and cross-validation
15. Improvements on cross-validation: The .632+ bootstrap methods
16. A decision-theoretic generalization of on-line learning and an application to boosting
17. A computer protocol to predict myocardial infarction in emergency department patients with chest pain
18. Almost surely consistent nonparametric regression from recursive partitioning schemes
19. Analysis of E. coli promoter sequences
20. Shrinking trees
21. Admissibility for estimation with quadratic loss
22. Log log laws for empirical measures
23. Density estimation and classification
24. Consistent nonparametric regression
25. Model selection via multifold cross validation