SUPANOVA for Nonlinear Regression

• SUPANOVA is a combination of support vector machines and the ANOVA function expansion. In this contribution a comparison between SUPANOVA and other nonlinear model structures is made. These other model structures are artificial neural networks with sigmoidal basis functions, trees, and piece-wise linear models.

Ämnesord

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)

ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)

Nyckelord

SUPANOVA

Nonlinear models

Tree

Piece-wise linear

Automatic control

Reglerteknik

Publikations- och innehållstyp

vet (ämneskategori)

rap (ämneskategori)