-
Make input
TTrees
forBDT
training withTMVA
.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 fortrain_signal
,train_background
,test_signal
andtest_background
. In case theTTrees
forsignal
orbackground
has less number of entries thanmax_N
, then that number will be used.running the training interactively, the argument is
eta_bin
, openrun_train_bdt.sh
and change thein_dir
.cd training ./run_train_bdt.sh Eta0p0To2p5
or submit condor jobs
cd training condor_submit submit_train_bdt.sub