Journal article
Neural Network Ensembles
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.
Language: | English |
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Publisher: | IEEE |
Year: | 1990 |
Pages: | 993-1001 |
ISSN: | 01628828 , 19393539 and 21609292 |
Types: | Journal article |
DOI: | 10.1109/34.58871 |
ORCIDs: | Hansen, Lars Kai |