Abstract
In this paper we introduce Boosted Ellipsoid ARTMAP (bEAM), a variant of Ellipsoid ARTMAP, which via a tunable misclassification error tolerance increases the network's resubstitution error and implicitly performs structural risk minimization. bEAM constitutes another example of how modifications to Fuzzy ARTMAP can be naturally extended to Ellipsoid ARTMAP.
Original language | English (US) |
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Pages | 2650-2655 |
Number of pages | 6 |
State | Published - 2002 |
Externally published | Yes |
Event | 2002 International Joint Conference on Neural Networks (IJCNN'02) - Honolulu, HI, United States Duration: May 12 2002 → May 17 2002 |
Conference
Conference | 2002 International Joint Conference on Neural Networks (IJCNN'02) |
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Country/Territory | United States |
City | Honolulu, HI |
Period | 5/12/02 → 5/17/02 |
ASJC Scopus subject areas
- Software
- Artificial Intelligence