New approaches for boosting to uniformity
The use of multivariate classifiers has become commonplace in particle physics. To enhance the performance, a series of classifiers is typically trained; this is a technique known as boosting. This paper explores several novel boosting methods that have been designed to produce a uniform selection e...
Main Authors: | Rogozhnikov, A., Bukva, A., Gligorov, V., Ustyuzhanin, A., Williams, Michael |
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Other Authors: | Massachusetts Institute of Technology. Department of Physics |
Format: | Article |
Language: | en_US |
Published: |
IOP Publishing
2015
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Online Access: | http://hdl.handle.net/1721.1/98474 https://orcid.org/0000-0001-8285-3346 |
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