Compact Margin Machine

Abstract

3 How to utilize data more sufficiently is a crucial consideration in machine learning. Semi-supervised learning uses both unlabeled data and labeled data for this reason. However, Semi-Supervised Support Vector Machine (S3VM) focuses on maximizing margin only, and it abandons the instances which are not support vectors. This fact motivates us to modify… (More)
DOI: 10.1007/978-3-642-13672-6_48

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