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Density Estimation Classifiers Uses Geometry of Neighbors Space
- 1.0405109 - UIVT-O 20030208 RIV HU eng C - Konferenční příspěvek (zahraniční konf.)
Jiřina, Marcel
Density Estimation Classifiers Uses Geometry of Neighbors Space.
Computational Cybernetics. IEEE, 2003 - (Rudas, I.; Szakál, A.). ISBN 963-7154-183.
[ICCC 2003. IEEE International Conference on Computational Cybernetics. Siófok (HU), 29.08.2003-31.08.2003]
Grant CEP: GA MŠMT LN00B096
Klíčová slova: density * estimation * neighbors space * classification
Kód oboru RIV: BA - Obecná matematika
The method proposed is based on distances of all points of a given class of the training set from a given 9unknown0 point. It is shown that the sum of reciprocals of (n-1)-st power of these distances is convergent and can be used as the probability density estimate.
Trvalý link: http://hdl.handle.net/11104/0125312
Počet záznamů: 1