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physics.data-an2017★ 5 cited
Support Vector Machines and generalisation in HEP
Adrian Bevan, Rodrigo Gamboa Goñi, Jon Hays +1
We review the concept of Support Vector Machines (SVMs) and discuss examples of their use in a number of scenarios. Several SVM implementations have been used in HEP and we exempli…
physics.data-an2016★ 4 cited
Support Vector Machines and Generalisation in HEP
A. Bethani, A. J. Bevan, J. Hays +1
We review the concept of support vector machines (SVMs) and discuss examples of their use. One of the benefits of SVM algorithms, compared with neural networks and decision trees i…