Scikit Learn BDT Training

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Peter Fackeldey edited this page Dec 18, 2017 · 1 revision

Example

First download:

Signal: https://figshare.com/articles/HIGGS/1314899
Background: https://figshare.com/articles/HIGGS_background/1314900

Then execute:

python sklearn/scikitlearnclassification.py -s HIGGSsignal.root -b HIGGSbackground.root -v "lepton_pT;lepton_eta;lepton_phi;missing_energy_magnitude;missing_energy_phi;jet_1_pt;jet_1_eta;jet_1_phi;jet_1_b_tag;jet_2_pt;jet_2_eta;jet_2_phi;jet_2_b_tag;jet_3_pt;jet_3_eta;jet_3_phi;jet_3_b_tag;jet_4_pt;jet_4_eta;jet_4_phi;jet_4_b_tag;m_jj;m_jjj;m_lv;m_jlv;m_bb;m_wbb;m_wwbb"

More info using --help or -h option.

For your individual analysis you can specify inputs and variables with the help of the argument parser!!!