metadata

language:
  - en
tags:
  - higgs
  - tabular_classification
  - binary_classification
  - UCI
pretty_name: Higgs
size_categories:
  - 10K<n<100K
task_categories:
  - tabular-classification
configs:
  - higgs
license: cc

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]`