Class imbalance techniques for high energy physics

Class imbalance techniques for high energy physics

A common problem in a high energy physics experiment is extracting a signal from a much larger background. Posed as a classification task, there is said to be an imbalance in the number of samples belonging to the signal class versus the number of samples from the background class. In this work we...

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Bibliographic Details
Main Author:	Christopher W. Murphy
Format:	Article
Language:	English
Published:	SciPost 2019-12-01
Series:	SciPost Physics
Online Access:	https://scipost.org/SciPostPhys.7.6.076

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