Feature selection via dimensionality reduction for object class recognition

• Main Authors: Manshor, Noridayu, Abdul Halin, Alfian, Rajeswari, Mandava, Ramachandram, Dhanesh
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE 2011
• Online Access: http://psasir.upm.edu.my/id/eprint/48177/1/Feature%20selection%20via%20dimensionality%20reduction%20for%20object%20class%20recognition.pdf; http://psasir.upm.edu.my/id/eprint/48177/

This paper investigates the effects of feature selection via dimensionality reduction techniques for the task of object class recognition. Two filter-based algorithms are considered namely Correlation-based Feature Selection (CFS) and Principal Components Analysis (PCA). A Support Vector Machine is...