January 1, 1990Open Access

Neural network ensembles

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Abstract

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

Authors

Lars Kai Hansen

Peter Salamon

Journals

IEEE Transactions on Pattern Analysis and Machine Intelligence

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San Diego State University

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Neural network ensembles

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Abstract

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Authors

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