One-class classification algorithm

• Main Author: Wong, Li Wen
• Other Authors: Wu Hongjun
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/174781
• Institution: Nanyang Technological University

One class classification (OCC) is a special case of multi-class classification where training data are exclusively derived from a single positive class. While conventional multi-class classification tasks as-sume availability of training data for all expected classes during prediction, OCC deals wit...