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5. Soft-Margin Support Vector Machines

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Uploaded by on Feb 12, 2011

本單元點出了Hard-Margin Support Vector Machines (Soft-Margin Support Vector Machine,
SVMs, SVM, 支撐向量機)會遇到的問題,並介紹了Soft-Margin Support Vector Machines (SVMs)。
在本單元的最後,也介紹了SVMs用於多類分類問題時常使用的方法one-against-one與one-aganist-all。
期待您聽完本套課程,
您會更清楚了解如何kernel method與SVMs。

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