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Keywords: classifier
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Proceedings Papers
Robust Well-Cost Estimation Using a Support Vector Machine Model
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Digital Energy Conference and Exhibition, April 11–12, 2007
Paper Number: SPE-106577-MS
... by Vladimir Vapnik in 1963 was a linear classifier. However, in 1992, Bernhard Boser, Isabelle Guyon and Vapnik suggested a way to create non-linear classifiers by applying the kernel trick (originally proposed by Aizerman) to maximum-margin hyperplanes. The resulting algorithm is formally similar, except...
