Datasets:

mstz
/

higgs

Tasks:

Tabular Classification

Languages:

Size:

Tags:

tabular_classification

binary_classification

License:

Dataset card Files Files and versions Community

Dataset Viewer

Full Screen Viewer

The viewer is disabled because this dataset repo requires arbitrary Python code execution. Please consider removing the loading script and relying on automated data support (you can use convert_to_parquet from the datasets library). If this is not possible, please open a discussion for direct help.

YAML Metadata Error: "configs[0]" must be of type object

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]`

Downloads last month: 557

Edit dataset card