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Issue No. 10 - October (1990 vol. 12)
ISSN: 0162-8828
pp: 993-1001
ABSTRACT
<p>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.</p>
INDEX TERMS
pattern recognition; crossvalidation; performance; training; neural networks; classification; residual generalization error; learning systems; neural nets; pattern recognition
CITATION

P. Salamon and L. Hansen, "Neural Network Ensembles," in IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 12, no. , pp. 993-1001, 1990.
doi:10.1109/34.58871
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