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Learning ELM network weights using linear discriminant analysis

2014-06-12Unverified0· sign in to hype

Philip de Chazal, Jonathan Tapson, André van Schaik

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Abstract

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.

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