Investigation of improved evolutionary feature selection techniques for biomedical applications

• المؤلف الرئيسي: Sindhu, Ravindran
• مؤلفون آخرون: Dr. Asral Bahari Jambek
• التنسيق: أطروحة
• اللغة: English
• منشور في: Universiti Malaysia Perlis (UniMAP) 2019
• الموضوعات: Feature Selection (FS); Genetic Algorithm (GA); Biomedical applications; Medical datasets; Improvement
• الوصول للمادة أونلاين: http://dspace.unimap.edu.my:80/xmlui/handle/123456789/60844

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...