README.md

Standard Model Higgs boson to two tau leptons analysis

Train and apply machine learning methods

ERA="2016"
CHANNEL="tt"
./ml/create_training_dataset.sh $ERA $CHANNEL
./ml/run_training.sh $ERA $CHANNEL
./ml/run_testing.sh $ERA $CHANNEL
./ml/run_application.sh $ERA $CHANNEL

Run analysis

# Check utils/setup_samples.sh for correct paths
ERA="2016"
CHANNELS="et mt tt"
./run_analysis.sh $ERA $CHANNELS

Run GOF tests

First the equi-populated binning used in the GOF tests needs to be calculated.

ERA=2016
bash gof/create_binning.sh $ERA

Afterwards the output directory and the submit scripts are created using the following command.

OUTPUTDIR=/some/output/directory
bash gof/create_jdl.sh $ERA $OUTPUTDIR

Then the directory created in the previous step is linked into the output folder.

ln -s $OUTPUTDIR output

Finally the jobs can be submitted using HTCondor.

pushd $OUTPUTDIR
condor_submit job.jdl
popd