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theory and support vector machine

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Learning Theory and Support Vector Machines - a primer

Banf, Michael

arXiv.org Machine LearningFeb-12-2019

The main goal of statistical learning theory is to provide a fundamental framework for the problem of decision making and model construction based on sets of data. Here, we present a brief introduction to the fundamentals of statistical learning theory, in particular the difference between empirical and structural risk minimization, including one of its most prominent implementations, i.e. the Support Vector Machine.

equation, support vector machine, theory and support vector machine, (9 more...)

arXiv.org Machine Learning

1902.04622

Country:

North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
Europe > Germany > North Rhine-Westphalia > Arnsberg Region > Siegen (0.04)

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Overview (0.42)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Support Vector Machines (1.00)

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