# Higgs
The [Higgs dataset](https://www.nature.com/articles/ncomms5308/) from "[Searching for exotic particles in high-energy physics with deep learning](https://www.nature.com/articles/ncomms5308/)".
Try to classify particles as Higgs bosons.

# Configurations and tasks
| **Configuration** | **Task**                  | **Description**                                                 |
|-------------------|---------------------------|-----------------------------------------------------------------|
| higgs             | Binary classification     | Is the particle a Higgs boson?                                  |

# Usage
```python
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]`|
task_categories:tabular-classification size_categories:10K<n<100K language:en license:cc higgs tabular_classification binary_classification UCI region:us
{"language": ["en"], "license": "cc", "size_categories": ["10K<n<100K"], "task_categories": ["tabular-classification"], "pretty_name": "Higgs", "tags": ["higgs", "tabular_classification", "binary_classification", "UCI"], "configs": ["higgs"]}
TAGS
#task_categories-tabular-classification #size_categories-10K<n<100K #language-English #license-cc #higgs #tabular_classification #binary_classification #UCI #region-us 

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


Usage
=====


Features
========




TAGS
#task_categories-tabular-classification #size_categories-10K<n<100K #language-English #license-cc #higgs #tabular_classification #binary_classification #UCI #region-us 
