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:https://repo.uum.edu.my/id/eprint/1540/1/FLAIRS00-046.pdf