Artificial Odour Classification System

• Main Authors: Mahat, Nor Idayu, Masnan, Maz Jamilah, Shakaff, Ali Yeon Md, Zakaria, Ammar, Abdul Kadir, Muhd Khairulzaman
• Other Authors: Albastaki, Yousif
• Format: Book Section
• Published: IGI Global 2018
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://repo.uum.edu.my/24302/; http://doi.org/10.4018/978-1-5225-3862-2.ch002

This chapter overviews the issue of multicollinearity in electronic nose (e-nose) classification and investigates some analytical solutions to deal with the problem. Multicollinearity effect may harm classification analysis from producing good parameters estimate during the construction of the class...