Difference: JetFlavourTagging (28 vs. 29)

Revision 292013-09-13 - DanProtopopescu

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META TOPICPARENT name="WebHome"

Jet Flavour Tagging Howto

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Using 4-Jet background

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This is done following the same procedure, but using qqll 1.4TeV, CLIC_ILD DST-s (2645) and the script subqqll.sh and its dependencies, zvresQQllPBS.sh, and train_qnets.xml.
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This is done following the same procedure, but using qqll 1.4TeV, CLIC_ILD DST-s (2645) and the script subqqll.sh and its dependencies, zvresQQllPBS.sh, and train_qnets.xml. The relevant files are:

  • qqll_scripts.tgz: Scripts for signal + qqll background, KT algorithm
  • qnets.tgz: Neural nets for signal + qqll background, KT jet finder algorithm

The outputs are stored in the usual directory: /afs/phas.gla.ac.uk/data/ilc/datasets01/1.4tev/ZVRES_out/*qnets*. Purity vs. efficiency plot using qnets (1 vertex NN is gibberish):
PEcomparisonQQll.png

 

Useful Links

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META FILEATTACHMENT attachment="bkg_scripts.tgz" attr="" comment="Scripts for running processors 1-7 on eeqq background files" date="1375803997" name="bkg_scripts.tgz" path="bkg_scripts.tgz" size="8717" stream="bkg_scripts.tgz" tmpFilename="/usr/tmp/CGItemp45761" user="DanProtopopescu" version="1"
META FILEATTACHMENT attachment="PEcomparisonBNN.png" attr="" comment="B-tagging Purity vs. Efficiency comparison (signal + background, see text)" date="1375804728" name="PEcomparisonBNN.png" path="PEcomparisonBNN.png" size="14806" stream="PEcomparisonBNN.png" tmpFilename="/usr/tmp/CGItemp45679" user="DanProtopopescu" version="1"
META FILEATTACHMENT attachment="KTscripts.tgz" attr="" comment="Scripts and templates modified to use FastJet/KT algorithm" date="1376298561" name="KTscripts.tgz" path="KTscripts.tgz" size="13823" stream="KTscripts.tgz" tmpFilename="/usr/tmp/CGItemp50170" user="DanProtopopescu" version="2"
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META FILEATTACHMENT attachment="qqll_scripts.tgz" attr="" comment="Scripts for signal + qqll background, KT algorithm" date="1379084407" name="qqll_scripts.tgz" path="qqll_scripts.tgz" size="14749" stream="qqll_scripts.tgz" tmpFilename="/usr/tmp/CGItemp45933" user="DanProtopopescu" version="1"
META FILEATTACHMENT attachment="qnets.tgz" attr="" comment="Neural nets for signal + qqll background, KT jet finder algorithm" date="1379084450" name="qnets.tgz" path="qnets.tgz" size="9675" stream="qnets.tgz" tmpFilename="/usr/tmp/CGItemp46040" user="DanProtopopescu" version="1"
META FILEATTACHMENT attachment="PEcomparisonQQll.png" attr="" comment="Purity vs. efficiency plot using qnets (1 vertex NN is gibberish)" date="1379084640" name="PEcomparisonQQll.png" path="PEcomparisonQQll.png" size="12863" stream="PEcomparisonQQll.png" tmpFilename="/usr/tmp/CGItemp46082" user="DanProtopopescu" version="1"
 
META TOPICMOVED by="DanProtopopescu" date="1373037183" from="LinearCollider.ZZfusionMain" to="LinearCollider.JetFlavourTagging"
 
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