Code: 16103671

Multi-kernel Classification Machine with Universum learning

Name: Multi-kernel Classification Machine with Universum learning
Brand: LAP Lambert Academic Publishing
SKU: 16103671
Price: 25.93 EUR
Availability: InStock
Author: Changming Zhu
ISBN: 9783659707933

by Changming Zhu

Language: English
Binding: Paperback
Number of pages: 56
Publisher: LAP Lambert Academic Publishing, 2017
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Book synopsis

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).