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PWGHF: added BDT scores to Charm resonances analysis #5689

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fgrosa merged 14 commits into
AliceO2Group:masterfrom
Luca610:ResoML
Apr 22, 2024
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PWGHF: added BDT scores to Charm resonances analysis #5689
fgrosa merged 14 commits into
AliceO2Group:masterfrom
Luca610:ResoML

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@Luca610

@Luca610 Luca610 commented Apr 18, 2024

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  • dataCreatorCharmResoReduced and candidateCreatorCharmResoReduced: added separate process functions for ML selections
  • candidateCreatorCharmResoReduced: added process function for Xc wrong sign candidate reconstruction
  • treeCreatorDplusToPiKPi: added Z component of daughters impact parameters to use in BDT training

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Hi @Luca610, the PR looks very good to me, thanks a lot for the work!
I would just suggest you to add the impact parameters Z in the class for the BDT inference https://github.com/AliceO2Group/O2Physics/blob/master/PWGHF/Core/HfMlResponseDplusToPiKPi.h, so that it is done everywhere consistently.

@Luca610

Luca610 commented Apr 22, 2024

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Hi @fgrosa , thanks for your comment!
It looks to me that the zc impact parameters area altrady present in the BDT inference class

@fgrosa fgrosa enabled auto-merge (squash) April 22, 2024 11:31
@fgrosa fgrosa merged commit ad69acc into AliceO2Group:master Apr 22, 2024
christianreckziegel pushed a commit to christianreckziegel/O2Physics that referenced this pull request May 2, 2024
* merged changes to Dplus task on master

* marginal change

* Please consider the following formatting changes

* Please consider the following formatting changes

* Please consider the following formatting changes

* try2

* first draft for addition of ML tables to Charm Reso analysis

* first draft of data creator

* sync Dplus Task

* added ML scores table to ReducedDataModel.h

* added BDT scores to Reso candidate creator and added Z impact parameter to Dplus tree creator

* Please consider the following formatting changes

* Added new line at the end of taskDplus.cxx

---------

Co-authored-by: luagliet <luca.aglietta@cern.ch>
Co-authored-by: ALICE Action Bot <alibuild@cern.ch>
hahassan7 pushed a commit to hahassan7/O2Physics that referenced this pull request May 17, 2024
* merged changes to Dplus task on master

* marginal change

* Please consider the following formatting changes

* Please consider the following formatting changes

* Please consider the following formatting changes

* try2

* first draft for addition of ML tables to Charm Reso analysis

* first draft of data creator

* sync Dplus Task

* added ML scores table to ReducedDataModel.h

* added BDT scores to Reso candidate creator and added Z impact parameter to Dplus tree creator

* Please consider the following formatting changes

* Added new line at the end of taskDplus.cxx

---------

Co-authored-by: luagliet <luca.aglietta@cern.ch>
Co-authored-by: ALICE Action Bot <alibuild@cern.ch>
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3 participants