- Tytuł:
- An n-ary λ-averaging based similarity classifier
- Autorzy:
-
Kurama, O.
Luukka, P.
Collan, M. - Powiązania:
- https://bibliotekanauki.pl/articles/330385.pdf
- Data publikacji:
- 2016
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
similarity classifier
λ-averaging
n-ary λ-averaging operator
n-ary t-norm
n-ary t-conorm
classification
klasyfikator podobieństwa
operator uśredniony
sortowanie - Opis:
- We introduce a new n-ary λ similarity classifier that is based on a new n-ary λ-averaging operator in the aggregation of similarities. This work is a natural extension of earlier research on similarity based classification in which aggregation is commonly performed by using the OWA-operator. So far λ -averaging has been used only in binary aggregation. Here the λ-averaging operator is extended to the n-ary aggregation case by using t-norms and t-conorms. We examine four different n-ary norms and test the new similarity classifier with five medical data sets. The new method seems to perform well when compared with the similarity classifier
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2016, 26, 2; 407-421
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł