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jmduarte/deepdoubleb.md

Created June 22, 2018 16:29
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deepdoubleb.md

conversion (training):

convertFromRoot.py -c TrainData_deepDoubleB_db_cpf_sv_reduced -i train_val_samples_20180401_lessQCD.txt -o /data/shared/BumbleB/convert_20180401_ak8_deepDoubleB_db_cpf_sv_reduced_lessQCD_dl4jets_train_val/ --nothreads —noRelativePaths

conversion (testing):

convertFromRoot.py -c TrainData_deepDoubleB_db_cpf_sv_reduced -i train_val_samples_20180401_lessQCD_test.txt -o /data/shared/BumbleB/convert_20180401_ak8_deepDoubleB_db_cpf_sv_reduced_lessQCD_dl4jets_test --testdatafor /data/shared/BumbleB/convert_20180401_ak8_deepDoubleB_db_cpf_sv_reduced_lessQCD_dl4jets_train_val/dataCollection.dc --nothreads --noRelativePaths

training:

python deepDoubleB_reference.py  /data/shared/BumbleB/convert_20180401_ak8_deepDoubleB_db_cpf_sv_reduced_lessQCD_dl4jets_train_val/dataCollection.dc train_deepDoubleB

prediction:

predict.py train_deepDoubleB/KERAS_check_best_model.h5 /data/shared/BumbleB/convert_20180401_ak8_deepDoubleB_db_cpf_sv_reduced_lessQCD_dl4jets_test/dataCollection.dc /data/shared/BumbleB/20180401_ak8/doubleb_merged_h_q_lessQCD_test_samples_predict --labels

Note makes: /data/shared/BumbleB/20180401_ak8/doubleb_merged_h_q_lessQCD_test_samples_predict/tree_association.txt

ROC curve:

cpp file: /nfshome/jduarte/DL4Jets/DeepJet/Analysis/bin/deepdoubleb_roc.cpp

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