منابع مشابه
Effects of Soft Margins on Learning Curves of Support Vector Machines
The generalization properties of support vector machines (SVMs) are examined. From a geometrical point of view, the estimated parameter of an SVM is the one nearest the origin in the convex hull formed with given examples. Since introducing soft margins is equivalent to reducing the convex hull of the examples, an SVM with soft margins has a different learning curve from the original. In this p...
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The generalization properties of support vector machines (SVMs) are examined. From a geometrical point of view, the estimated parameter of an SVM is the one nearest the origin in the convex hull formed with given examples. Since introducing soft margins is equivalent to reducing the convex hull of the examples, an SVM with soft margins has a different learning curve from the original. In this p...
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ژورنال
عنوان ژورنال: Journal of International Economics
سال: 1993
ISSN: 0022-1996
DOI: 10.1016/0022-1996(93)90055-3