- Tytuł:
- A learning algorithm combining functional discriminant coordinates and functional principal components
- Autorzy:
-
Górecki, Tomasz
Krzyśko, Mirosław - Powiązania:
- https://bibliotekanauki.pl/articles/729818.pdf
- Data publikacji:
- 2014
- Wydawca:
- Uniwersytet Zielonogórski. Wydział Matematyki, Informatyki i Ekonometrii
- Tematy:
-
functional principal components
functional discriminant coordinates - Opis:
- A new type of discriminant space for functional data is presented, combining the advantages of a functional discriminant coordinate space and a functional principal component space. In order to provide a comprehensive comparison, we conducted a set of experiments, testing effectiveness on 35 functional data sets (time series). Experiments show that constructed combined space provides a higher quality of classification of LDA method compared with component spaces.
- Źródło:
-
Discussiones Mathematicae Probability and Statistics; 2014, 34, 1-2; 127-141
1509-9423 - Pojawia się w:
- Discussiones Mathematicae Probability and Statistics
- Dostawca treści:
- Biblioteka Nauki
Artykuł