Practical confidence and prediction intervals

Advances in Neural Information Processing Systems

Volumn , Issue , 1997, Pages 176-182

  Heskes, Tom ^a  

^a RADBOUD UNIVERSITY NIJMEGEN   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

BOOTSTRAP REPLICATES; CONFIDENCE INTERVAL; CONFIDENCE LEVELS; DATA SET; PREDICTION INTERVAL; SMALL DATA SET; TRAINING PATTERNS;

FORECASTING;

EID: 84898947879     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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3. B. Efron and R. Tibshirani. An Introduction to the Bootstrap. Chapman & Hall, London,1993.
4. W. Hardie. Applied Nonparametric Regression. Cambridge University Press, 1991.
5. T. Heskes. Balancing between bagging and bumping. These proceedings, 1997.
6. D. MacKay. A practical Bayesian framework for backpropagation. Neural Computation, 4:448-472,1992.
7. D. Nix and A. Weigend. Estimating the mean and variance of the target probability distribution. In Proceedings of the IJCNN '94, pages 55-60. IEEE, 1994.
8. R. Tibshirani. A comparison of some error estimates for neural network models. Neural Computation, 8:152-163, 1996.