Systematic treatment of failures using multilayer perceptrons

This paper discusses the empirical evaluation of improving generalization performance of neural networks by systematic treatment of training and test failures. As a result of systematic treatment of failures, multilayer perceptron (MLP) discriminants were developed as discrimination techniques. Th...

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Bibliographic Details
Main Authors: Siraj, Fadzilah, Partridge, Derek
Format: Conference or Workshop Item
Language:English
Published: 2000
Subjects:
Online Access:http://repo.uum.edu.my/1540/1/FLAIRS00-046.pdf
http://repo.uum.edu.my/1540/
http://www.aaai.org/Papers/FLAIRS/2000/FLAIRS00-046.pdf
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Institution: Universiti Utara Malaysia
Language: English
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