Empirical risk minimization with piecewise-linear classifiers (Q1087477)
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scientific article; zbMATH DE number 3989130
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Empirical risk minimization with piecewise-linear classifiers |
scientific article; zbMATH DE number 3989130 |
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Empirical risk minimization with piecewise-linear classifiers (English)
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1986
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We consider the construction of optimal piecewise-linear classifiers using mixed integer linear programming. A procedure is proposed for constructing piecewise-linear classifiers with simultaneous ''structure'' choosing and learning for the case of two classes of patterns. The optimal piecewise-linear classifier for the case of more than two classes is devised. A procedure is developed for the construction of piecewise- linear classifiers in this case.
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optimal piecewise-linear classifiers
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mixed integer linear programming
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