Create stable neural networks by cross-validation

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn , Issue , 2006, Pages 3925-3928

  Liu, Yong ^a,b  

^a UNIVERSITY OF AIZU   (Japan)

^b CHINA UNIVERSITY OF GEOSCIENCES   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; LEARNING SYSTEMS;

CROSS-VALIDATION; GENERALIZATION ERRORS;

NEURAL NETWORKS;

EID: 40649119899     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. X. Yao and Y. Liu. A new evolutionary system for evolving artificial neural networks. IEEE Trans. on Neural Networks, 8(3):694-713, 1997.
2. R. Meir, Bias, variance, and the combination of least squares estimators. In G. Tesauro, D. S. Touretzky, and T. K. Leen, editors, Advances in Neural Information Processing Systems 7, pages 295-302. The MIT Press, 1995.
3. B. Efron and R. J. Tibshirani. An Introduction to the Bootstrap. Chapman & Hall, 1993.
4. L. Breiman. Bagging predictors. Machine Learning, 24:123-140, 1996.