All ebooks by Ingrid Karin Blaschzyk in PDF
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All ebooks by Ingrid Karin Blaschzyk in PDF


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Download this eBook Improved Classification Rates for Localized Algorithms under Margin Conditions
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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...

Publication date: 2020-03-18
Format: PDF
Publisher: Springer Spektrum
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