print ('Configuring weighting...')
v.add_weighting ('weight', 'train_sig',
color='cyan',
)
v.add_weighting ('livetime', 'train_data',
line=False, markers=True, marker='.', color='.5',
errorbars=True,
)
v.add_weighting ('weight', 'test_sig',
color='blue',
add_to_mc=True,
)
v.add_weighting ('livetime', 'test_data',
line=False, markers=True, marker='.', color='black',
errorbars=True,
use_as_data=True,
)
v.setup_total_mc (
color='green',
)
v.add_weighting ('livetime', 'bg',
color='purple',
add_to_mc=True,
)
save (v, 'output/fiveparam_final_hes.validator')
### Make Training Samples ###
train_sig_sim = make_sig_sim ()
test_sig_sim = make_sig_sim ()
bg_sim = make_bgsim ()
### Datamerize ###
train_data = make_data ()
test_data = make_data ()
### Make them Sets ###
train_sig = DataSet (train_sig_sim)
train_data = DataSet (train_data)
test_sig = DataSet (test_sig_sim)
test_data = DataSet (test_data)
bg = DataSet (bg_sim)
# create a data directory, if one does not already exist
mkdir ('hesdata')
print ('Saving data in hesdata/ ...')
# save these files
save (train_sig, 'hesdata/train_sig.ds')
save (train_data, 'hesdata/train_data.ds')
save (test_sig, 'hesdata/test_sig.ds')
save (test_data, 'hesdata/test_data.ds')
save (bg, 'hesdata/bg.ds')
bg_sim = make_bgsim ()
### Datamerize ###
train_data = make_data ()
test_data = make_data ()
### Make them Sets ###
train_sig = DataSet (train_sig_sim)
train_data = DataSet (train_data)
test_sig = DataSet (test_sig_sim)
test_data = DataSet (test_data)
bg = DataSet (bg_sim)
# create a data directory, if one does not already exist
mkdir ('data')
print ('Saving data in data/ ...')
# save these files
save (train_sig, 'data/train_sig_thirds.ds')
save (train_data, 'data/train_data_thirds.ds')
save (test_sig, 'data/test_sig_thirds.ds')
save (test_data, 'data/test_data_thirds.ds')
save (bg, 'data/bg_thirds.ds')
bg_sim = make_bgsim ()
### Datamerize ###
train_data = make_data ()
test_data = make_data ()
### Make them Sets ###
train_sig = DataSet (train_sig_sim)
train_data = DataSet (train_data)
test_sig = DataSet (test_sig_sim)
test_data = DataSet (test_data)
bg = DataSet (bg_sim)
# create a data directory, if one does not already exist
mkdir ('data')
print ('Saving data in data/ ...')
# save these files
save (train_sig, 'data/train_sig_woreco.ds')
save (train_data, 'data/train_data_woreco.ds')
save (test_sig, 'data/test_sig_woreco.ds')
save (test_data, 'data/test_data_woreco.ds')
save (bg, 'data/bg_woreco.ds')
print ('Configuring weighting...')
v.add_weighting ('weight', 'train_sig',
color='cyan',
)
v.add_weighting ('livetime', 'train_data',
line=False, markers=True, marker='.', color='.5',
errorbars=True,
)
v.add_weighting ('weight', 'test_sig',
color='blue',
add_to_mc=True,
)
v.add_weighting ('livetime', 'test_data',
line=False, markers=True, marker='.', color='black',
errorbars=True,
use_as_data=True,
)
v.setup_total_mc (
color='green',
)
v.add_weighting ('livetime', 'bg',
color='purple',
add_to_mc=True,
)
save (v, 'output/sample.validator')
