14
Views
5
CrossRef citations to date
0
Altmetric
Original Articles

Bootstrapped and smoothed classification error rate estimators

&
Pages 1135-1153 | Received 01 Jul 1987, Published online: 27 Jun 2007

References

  • Anderson , T.W. 1958 . “ An Introduction to Multivariate Statistical Analysis ” . New York : John Wiley and Sons . Chapter 6
  • Box , G.E.P. and Muller , M.E. 1958 . A note on the generation of random normal deviates . Annals of Mathematical Statistics , 29 : 610 – 611 .
  • Carnahan , B. , Luther , H.A. and Wilkes , J.O. 1969 . Numerical Methods , New York : John Wiley and Sons .
  • Chernick , M.R. and Murthy , V.K. 1985 . Properties of bootstrap samples . American Journal of Mathematical and Management Sciences , 5 : 161 – 170 .
  • Chernick , M.R. , Murthy , V.K. and Nealy , C.D. 1985 . Application of bootstrap and other resampling techniques: Evaluation of classifier performance . Pattern Recognition Letters , 3 : 167 – 178 .
  • Dunn , O. J. 1971 . Some expected values for probabilites of correct classification in discriminant analysis . Technometries , 13 : 345 – 353 .
  • Efron , B. 1979 . Bootstrap methods: Another look at the jackknife . Annals of Statistics , 7 : 1 – 26 .
  • Efron , B. 1983 . Estimating the error rate of a prediction rule: Improvement on cross-validation . Journal of the American Statistical Association , 78 : 316 – 331 .
  • Glick , N. 1978 . Additive estimators for probabilities of correct classification . Pattern Recognition , 10 : 211 – 222 .
  • Hills , M. 1966 . Allocation rules and their error rates . Journal of the Roval Statistical Society , 28 : 1 – 20 . Ser. B
  • Lachenbruch , P.A. 1967 . “An almost unbiased method of obtaining confidence intervals for the probability of misclassification in discriminant analysis . Biometrics , 23 : 639 – 645 .
  • Lachenbruch , P.A. and Mickey , M.R. 1968 . Estimation of error rates in discriminant analysis . Technometries , 10 : 1 – 11 .
  • Smith , C.A.B. 1947 . “Some examples of discrimination” . Annals of Eugenics , 18 : 272 – 282 .
  • Snapinn , S.M. and Knoke , J.D. 1984 . Classification error rate estimators evaluated by unconditional mean squared error . Technometrics , 26 : 371 – 378 .
  • Snapinn , S.M. and Knoke , J.D. 1985 . An evaluation of smoothed classification error rate estimators . Technometrics , 27 : 199 – 206 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.