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Neural Network Ensembles

Authors
  • Hansen, Lars Kai
  • Salamon, Peter
Publication Date
Jan 01, 1990
Source
Online Research Database In Technology
Keywords
License
Unknown
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Abstract

We propose several means for improving the performance an training of neural networks for classification. We use crossvalidation as a tool for optimizing network parameters and architecture. We show further that the remaining generalization error can be reduced by invoking ensembles of similar networks.

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