Investigation of improved evolutionary feature selection techniques for biomedical applications

• Main Author: Sindhu, Ravindran
• Other Authors: Dr. Asral Bahari Jambek
• Format: Thesis
• Language: English
• Published: Universiti Malaysia Perlis (UniMAP) 2019
• Subjects: Feature Selection (FS); Genetic Algorithm (GA); Biomedical applications; Medical datasets; Improvement
• Online Access: http://dspace.unimap.edu.my:80/xmlui/handle/123456789/60844
• Institution: Universiti Malaysia Perlis

In the hypothesis of pattern recognition, the classification of medical datasets is becoming a challenging task due to the large number of features and training data limitations. Redundancies present in these irrelevant features affect the overall classification accuracy. Such insurmountable issu...