Neutral network learning algorithms for microarray classification

• Main Author: Shwe, Sin Aung.
• Other Authors: Saratchandran, Paramasivan
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/3256
• Institution: Nanyang Technological University

In this thesis, we focus on two supervised machine learning algorithms in cancer classification, namely the Backpropagation algorithm (BP) and Extreme Learning Machine algorithm (ELM). The objective of this project is to determine the best generalization network for BP and ELM for microarray data an...