中文

Higgs

The Higgs dataset from " Searching for exotic particles in high-energy physics with deep learning ". Try to classify particles as Higgs bosons.

Configurations and tasks

Configuration Task Description
higgs Binary classification Is the particle a Higgs boson?

Usage

from datasets import load_dataset

dataset = load_dataset("mstz/higgs")["train"]

Features

Feature Type
lepton_pT [float64]
lepton_eta [float64]
lepton_phi [float64]
missing_energy_magnitude [float64]
missing_energy_phi [float64]
jet1pt [float64]
jet1eta [float64]
jet1phi [float64]
jet1b [float64]
jet2pt [float64]
jet2eta [float64]
jet2phi [float64]
jet2b [float64]
jet3pt [float64]
jet3eta [float64]
jet3phi [float64]
jet3b [float64]
jet4pt [float64]
jet4eta [float64]
jet4phi [float64]
jet4b [float64]
m_jj [float64]
m_jjj [float64]
m_lv [float64]
m_jlv [float64]
m_bb [float64]
m_wbb [float64]
m_wwbb [float64]