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Tau identification in ATLAS

  1. Feb 15, 2015 #1

    ChrisVer

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    I have some questions concerning this paper (mainly about the tau identification):
    http://arxiv.org/pdf/1201.5466v1.pdf

    especially the figures 3-6...

    I don't understand what is the inverse background efficiency, neither the likelihood score. As a result, I am unable to understand what info the figures give. Any help?
     
    Last edited: Feb 15, 2015
  2. jcsd
  3. Feb 15, 2015 #2

    mfb

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    Inverse background efficiency is also called the rejection rate. A value of 100 means you identify 1 out of 100 background events as signal.
    The higher the signal efficiency you want to be, the more events you have to keep, which means you will identify more background events as signal, which gives a lower inverse background efficiency.
    The different curves are different tau decay modes, pT regions, background samples and so on.

    A boosted decision tree will give you a numerical value for each event, where larger values mean "more signal-like". Figure 3 shows the distribution of the BDT outputs for signal and background events. You can then choose different cut values, each cut value will give you one point in the diagrams 4-6.
     
  4. Feb 17, 2015 #3

    ChrisVer

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    Thanks,
    I still have some further questions in case you can help me.
    In the paper I mentioned in the OP (in Sec 2), as well as here
    http://arxiv.org/pdf/1409.0343v1.pdf In Sec 2, is mentioned how to reconstruct the hadronic tau.
    It says:

    Does that mean that the barycenter is like a disk within the ∆R<0.2 ?
    And by that you are able to identify the vertex coordinate system by running back the jet's trajectory and see where the trajectories intersect?
    So then you know they should come from taus and you are able to sum the jet's four vectors and calculate the tau's energy?
     
  5. Feb 17, 2015 #4

    Vanadium 50

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    Why are you using a few page proceedings as your source when it references a more complete note?
     
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