- Tytuł:
- Ensembling a linear regression model with an error mitigation component
- Autorzy:
-
Nowosielski, A.
Kowalski, P. A.
Kulczycki, P. - Powiązania:
- https://bibliotekanauki.pl/articles/950759.pdf
- Data publikacji:
- 2018
- Wydawca:
- Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
- Tematy:
-
ensemble model
error mitigation
regression model
linear regression
FPA
RSS
RSE
model regresji
regresja liniowa - Opis:
- This paper presents a proposal of a model error mitigation technique based on the error distribution analysis of the original model and creatng the additional model that tempers the error impact in particular domain areas identified as the most sensitive. both models are then combined into single ensemble model. The idea is demonstrated on the trivial two-dimensional linear regression model.
- Źródło:
-
Journal of Automation Mobile Robotics and Intelligent Systems; 2018, 12, 1; 40-43
1897-8649
2080-2145 - Pojawia się w:
- Journal of Automation Mobile Robotics and Intelligent Systems
- Dostawca treści:
- Biblioteka Nauki
Artykuł