Abstract
![CDATA[We present an alternative to the pseudo-inverse method for determining the hidden to output weight values for Extreme Learning Machines performing classification tasks. The method is based on linear discriminant analysis and provides Bayes optimal single point estimates for the weight values.]]
Original language | English |
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Title of host publication | Proceedings of ELM-2014. Volume 1, Algorithms and Theories |
Publisher | Springer |
Pages | 183-191 |
Number of pages | 9 |
ISBN (Print) | 9783319140636 |
DOIs | |
Publication status | Published - 2015 |
Event | International Conference on Extreme Learning Machines - Duration: 8 Dec 2014 → … |
Conference
Conference | International Conference on Extreme Learning Machines |
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Period | 8/12/14 → … |
Keywords
- artificial intelligence
- computational intelligence
- machine learning