LIBROS DEL AUTOR: ingrid karin blaschzyk

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  • Improved Classification Rates for Localized Algorithms under Margin Conditions
    Ingrid Karin Blaschzyk
    Support vector machines (SVMs) are one of the most successful algorithms on small and medium-sized data sets, but on large-scale data sets their training and predictions become computationally infeasible. The author considers a spatially defined data chunking method for large-scale learning problems, leading to so-called localized SVMs, and implements an in-depth mathematical a...
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