Machine learning for balanced and imbalanced data

• Main Author: Ding, Shuya
• Other Authors: Lin Zhiping
• Format: Final Year Project
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering
• Online Access: http://hdl.handle.net/10356/67557
• Institution: Nanyang Technological University

Recently, a kernel based online sequential extreme learning machine (OS-ELM) methods, OS-ELM with kernels (OS-ELMK) for non-stationary time series prediction is proposed. However, OS-ELMK has not been applied to classification problems and it is not clear which OS-ELM based method is more effective...