This repository has been archived by the owner on Dec 19, 2022. It is now read-only.

PUJetId_training_plotting

Training

Make input TTrees for BDT training with TMVA.

either you can make it interactively
```
cd training/input
./run_make_trees.sh
```
or submit to condor.
```
cd training/input
condor_submit submit_make_trees.sub
```
Note: This will work on lxplus, make appropriate changes in python script to make it work.
Training

train_bdt.py is the main training script. --max_N is the number of entries to use for training set and testing set, i.e. max_N / 2 number of entries will be used for train_signal, train_background, test_signal and test_background. In case the TTrees for signal or background has less number of entries than max_N, then that number will be used.

running the training interactively, the argument is eta_bin, open run_train_bdt.sh and change the in_dir.
```
cd training
./run_train_bdt.sh Eta0p0To2p5
```
or submit condor jobs
```
cd training
condor_submit submit_train_bdt.sub
```