Leaderboard

LHC Machine Learning Leaderboard for comparison of different machine learning methods on LHC benchmark datasets.

 

First prototype available now.

Classification: HIGGS

Type Measure Score Identifier Reference
DNN AUC 0.885 jsductor https://arxiv.org/abs/1402.4735
BDT AUC 0.861 fundub Link to repository/paper/website

 

Classification: SUSY

Type Measure Score Identifier Reference
DNN AUC 0.876 jsductor https://arxiv.org/abs/1402.4735

 

Regression: FOO

Type Measure Score Identifier Reference
DNN MSE 0.018 exhibile5 https://github.com/stwunsch/dummy
DNN MSE 0.021 exhibile5 https://github.com/stwunsch/dummy2

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