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Multi-kernel Classification Machine with Universum learning

Language EnglishEnglish
Book Paperback
Book Multi-kernel Classification Machine with Universum learning Changming Zhu
Libristo code: 16103671
Publishers LAP Lambert Academic Publishing, November 2016
Universum learning can reflect priori knowledge about application domain and improve classification... Full description
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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).

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About the book

Full name Multi-kernel Classification Machine with Universum learning
Author Changming Zhu
Language English
Binding Book - Paperback
Date of issue 2017
Number of pages 56
EAN 9783659707933
Libristo code 16103671
Weight 102
Dimensions 150 x 220 x 3
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