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]