An Analysis Of Two Dimensionality Reduction Techniques On The Performance Of Neural Network Classifiers

• Main Author: Ong, Siok Lan
• Format: Monograph
• Language: English
• Published: Universiti Sains Malaysia 2005
• Subjects: T Technology; TK Electrical Engineering. Electronics. Nuclear Engineering
• Online Access: http://eprints.usm.my/57588/1/An%20Analysis%20Of%20Two%20Dimensionality%20Reduction%20Techniques%20On%20The%20Performance%20Of%20Neural%20Network%20Classifiers_Ong%20Siok%20Lan.pdf; http://eprints.usm.my/57588/

This project involves an analysis of the effectiveness of two dimensionality reduction techniques, i.e., Principal Component Analysis as the standard approach and Random Projection as a recent technique. The study is based on the performance of two supervised neural network classifiers i.e., S...