IEEE - Institute of Electrical and Electronics Engineers, Inc. - Optimization of overtraining and overgeneralization

Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan)

Author(s): Chakraborty, G. ; Shiratori, N. ; Noguchi, S.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1993
Conference Location: Nagoya, Japan, Japan
Conference Date: 25 October 1993
Volume: 3
ISBN (Paper): 0-7803-1421-2
DOI: 10.1109/IJCNN.1993.714175
Regular:

The task of any supervised classifier is to assign optimum boundaries in the input space, for the different class membership. This is done using informations from the available set of known... View More

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