Systematic treatment of failures using multilayer perceptrons

• Main Authors: Siraj, Fadzilah, Partridge, Derek
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2000
• 主題: QA76 Computer software
• 在線閱讀: 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

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...