Multi-kernel Classification Machine with Universum learning

Name: Multi-kernel Classification Machine with Universum learning
Brand: LAP Lambert Academic Publishing
SKU: 9783659707933
Price: 572 CZK
Availability: InStock

Autor: Changming Zhu

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

572 Kč

Universum learning can reflect priori knowledge about application domain and improve classification...

Informace o knize

Autor

Changming Zhu

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2017

Stránek

EAN

9783659707933

Enbook ID

16103671

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

102

Rozměry

150 x 220 x 3

Kompletní popis

Universum learning can reflect priori knowledge about application domain and improve classification performances. Since multi-kernel classification machine with reduced complexity, i.e., NMKMHKS, has a high performance to reduce both the time and space complexities of multiple kernel learning (MKL), so we introduce Universum learning into NMKMHKS and propose a Universum-based NMKMHKS (Uni-NMKMHKS).

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Multi-kernel Classification Machine with Universum learning

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