File size: 1,830 Bytes
3d26742
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
---
language:
- en
tags:
- higgs
- tabular_classification
- binary_classification
pretty_name: Higgs
size_categories:
- 10K<n<100K
task_categories:  # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
- tabular-classification
configs:
- higgs
---
# 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/)".

# Configurations and tasks
- `higgs` Higgs boson identification;

# 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]`|