On the Generalisation of Soft Margin Algorithms
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning systems such as support vector machines (SVMs) [1] and Adaboost [2]. The difficulty with these bounds has been either their l...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
2002-10.
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| Subjects: | |
| Online Access: | Get fulltext |