Multi-kernel Classification Machine with Universum learning

Name: Multi-kernel Classification Machine with Universum learning
Brand: LAP Lambert Academic Publishing
SKU: 9783659707933
Price: 26.66 EUR
Availability: InStock

Автор: Changming Zhu

Език:

Корици: С меки корици

Издател: LAP Lambert Academic Publishing

Наличност: Външен склад

Изпращаме след 5-8 дни

26.66 € 52.15 лв

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

Информация за книгата

Автор

Changming Zhu

Език

Английски език

Корици

Книга - С меки корици

Издадена

2017

страници

EAN

9783659707933

Enbook ID

16103671

Издател

LAP Lambert Academic Publishing

Теглоt

102

Размери

150 x 220 x 3

Пълно описание

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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