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Several means for improving the performance and training of neural networks for classification are proposed. Crossvalidation is used as a tool for optimizing network parameters and architecture. It is shown that the remaining residual generalization error can be reduced by invoking ensembles of similar networks.>
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Hansen et al. (Mon,) studied this question.
www.synapsesocial.com/papers/69da7f77cd426f8d32a3c216 — DOI: https://doi.org/10.1109/34.58871
Lars Kai Hansen
Peter Salamon
IEEE Transactions on Pattern Analysis and Machine Intelligence
San Diego State University
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