Output Effect Evaluation Based on Input Features in Neural Incremental Attribute Learning for Better Classification Performance

Machine learning is a very important approach to pattern classification. This paper provides a better insight into Incremental Attribute Learning (IAL) with further analysis as to why it can exhibit better performance than conventional batch training. IAL is a novel supervised machine learning strat...

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Bibliographic Details
Main Authors: Ting Wang, Sheng-Uei Guan, Ka Lok Man, Jong Hyuk Park, Hui-Huang Hsu
Format: Article
Language:English
Published: MDPI AG 2015-01-01
Series:Symmetry
Subjects:
Online Access:http://www.mdpi.com/2073-8994/7/1/53

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