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Support Vector Machines in High Energy Physics
Anselm Vossen
This lecture will introduce the Support Vector algorithms for classification and regression. They are an application of the so called kernel trick, which allows the extension of a…
physics.data-an2008
Basics of Feature Selection and Statistical Learning for High Energy Physics
Anselm Vossen
This document introduces basics in data preparation, feature selection and learning basics for high energy physics tasks. The emphasis is on feature selection by principal componen…