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Optimal selection of reference set for the nearest neighbor classification by Tabu search

✍ Scribed by Hongbin Zhang; Guangyu Sun


Book ID
105666549
Publisher
Springer
Year
2001
Tongue
English
Weight
882 KB
Volume
16
Category
Article
ISSN
1000-9000

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Optimal reference subset selection for n
✍ Hongbin Zhang; Guangyu Sun πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 145 KB

This paper presents an approach to select the optimal reference subset (ORS) for nearest neighbor classiΓΏer. The optimal reference subset, which has minimum sample size and satisΓΏes a certain resubstitution error rate threshold, is obtained through a tabu search (TS) algorithm. When the error rate t