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Multi-kernel Classification Machine with Universum learning

Name: Multi-kernel Classification Machine with Universum learning
Brand: LAP Lambert Academic Publishing
SKU: 16103671
Price: 10064 HUF
Availability: InStock
Author: Changming Zhu
ISBN: 9783659707933

Changming Zhu

Language

English

Book Paperback

Libristo code: 16103671

Publishers LAP Lambert Academic Publishing, November 2016

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

Libristo code: 16103671

69 b

10 064 Ft

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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).