Machine learning for balanced and imbalanced data

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...

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