- lepvec_Pt.py -Cut base analysis.
- chisquare.py -Script that test gives all permutations of b tag jets for chisquare.
- MVA.py -Script that uses a MutiVariate Algorithm (MVA)/Boosted Decision Tree(BDT).
- RocCurve.py -Script that recreates ROC curve plots from the BDT.
- add_SF_branches.py
-
SF Branch: The script calculates and adds SF branches to your ROOT files. These SF branches contain correction factors used to mitigate systematic errors and enhance the precision of data analysis.
-
Efficient Processing: The script efficiently iterates through each event in the ROOT file, calculates SF values, and updates the corresponding branches. It also tracks the processing time and displays progress, ensuring a smooth augmentation process.
-
-
lepvec_Pt.py
--x=i
where i = 1-4: ttHH,ttbb,ttH,ttZ.--help
brings up help. -
chisquare.py
N/A
-
MVA.py
--branch=i
where i = phase1-4Output file is `ROC_data_file.csv'.
-
RocCurve.py
--file=i
where i = ROC_data_phase1-4.csv.Output is tmp and can be save in format that is needed.
-
add_SF_branches.py
--file='****.root'
.--help
brings up help.Creates new ROOT file as
new_****.root
.