| Autor: |
Carney JG; Department of Computer Science, University of Dublin, Trinity College, Ireland. John.Carney@cs.tcd.ie, Cunningham P |
| Jazyk: |
angličtina |
| Zdroj: |
International journal of neural systems [Int J Neural Syst] 2000 Aug; Vol. 10 (4), pp. 267-79. |
| DOI: |
10.1142/S0129065700000272 |
| Abstrakt: |
In this paper, we investigate how the level of diversity amongst individual neural networks in a bagged ensemble can significantly influence overall ensemble generalization performance. We propose a new technique that tunes this diversity so that ensemble generalization performance is optimized and evaluate its performance on benchmark regression data-sets. |
| Databáze: |
MEDLINE |
| Externí odkaz: |
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