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bdt_params.cfg
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bdt_params.cfg
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# -------------------------------------------------------------------------
# mass regions
[file]
base = /store/user/srosenzw/sixb/ntuples/Summer2018UL/btag_pt
signal = NMSSM/NMSSM_XYH_YToHH_6b_MX_700_MY_400/ntuple.root
data = JetHT_Data_UL/JetHT_Run2018_full/ntuple.root
tree = sixBtree
year = 2018
# selection defines b tag cuts
# 3 = tight, 2 = medium, 1 = loose, 0 = fail
selection = 3322
# -------------------------------------------------------------------------
# how were the 6 jets paired into 3 H?
# run 'eosls /store/user/srosenzw/sixb/sixb_ntuples/Summer2018UL' to see the most up-to-date options
# .- dHHH_pairs
# .- mH_pairs
# .- dnn_pairs
# .- gnn_pairs
[pairing]
scheme = dHHH_pairs
# -------------------------------------------------------------------------
# mass regions
[spherical]
# nregions should be either "multiple", "diagonal", or "concentric"
nregions = concentric
ARcenter = 125
SRedge = 25
CRedge = 50
VRedge = 75
# -------------------------------------------------------------------------
# score regions
[score]
threshold = 0.65
n = 5
# -------------------------------------------------------------------------
# BDT parameters
[BDT]
Nestimators = 70
learningRate = 0.15
maxDepth = 3
minLeaves = 275
GBsubsample = 0.61
randomState = 2020
# variables = pt6bsum, dR6bmin, dEta6bmax, HX_pt, H1_pt, H2_pt, HX_dr, H1_dr, H2_dr, HX_m, H1_m, H2_m, HX_H1_dEta, H1_H2_dEta, H2_HX_dEta, HX_H1_dPhi, H1_H2_dPhi, H2_HX_dPhi, HX_costheta, H1_costheta, H2_costheta, Y_m, X_m
variables = pt6bsum, dR6bmin, dEta6bmax, HX_pt, H1_pt, H2_pt, HX_dr, H1_dr, H2_dr, HX_m, H1_m, H2_m, HX_H1_dEta, H1_H2_dEta, H2_HX_dEta, HX_H1_dPhi, H1_H2_dPhi, H1_costheta
# variables = pt6bsum, dR6bmin, HX_pt, H1_pt, H2_pt, HX_dr, H1_dr, HX_m, H1_m, H2_m, HX_H1_dEta, H1_H2_dEta, H2_HX_dEta, HX_H1_dPhi, H1_H2_dPhi, H2_HX_dPhi, HX_costheta, H1_costheta, H2_costheta
# -------------------------------------------------------------------------
# plotting parameters
[plot]
# style is either linspace or arange
style = linspace
# for linspace
edges = 31
# for arange
steps = 25
minMX = 375
maxMX = 1500