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--- |
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language: |
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- en |
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tags: |
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- higgs |
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- tabular_classification |
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- binary_classification |
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- UCI |
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pretty_name: Higgs |
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size_categories: |
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- 10K<n<100K |
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task_categories: |
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- tabular-classification |
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configs: |
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- higgs |
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license: cc |
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--- |
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# Higgs |
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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/)". |
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Try to classify particles as Higgs bosons. |
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# Configurations and tasks |
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| **Configuration** | **Task** | **Description** | |
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|-------------------|---------------------------|-----------------------------------------------------------------| |
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| higgs | Binary classification | Is the particle a Higgs boson? | |
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# Usage |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("mstz/higgs")["train"] |
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``` |
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# Features |
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|**Feature** |**Type** | |
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|---------------------------|-----------| |
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|`lepton_pT` |`[float64]`| |
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|`lepton_eta` |`[float64]`| |
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|`lepton_phi` |`[float64]`| |
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|`missing_energy_magnitude` |`[float64]`| |
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|`missing_energy_phi` |`[float64]`| |
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|`jet1pt` |`[float64]`| |
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|`jet1eta` |`[float64]`| |
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|`jet1phi` |`[float64]`| |
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|`jet1b` |`[float64]`| |
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|`jet2pt` |`[float64]`| |
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|`jet2eta` |`[float64]`| |
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|`jet2phi` |`[float64]`| |
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|`jet2b` |`[float64]`| |
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|`jet3pt` |`[float64]`| |
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|`jet3eta` |`[float64]`| |
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|`jet3phi` |`[float64]`| |
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|`jet3b` |`[float64]`| |
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|`jet4pt` |`[float64]`| |
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|`jet4eta` |`[float64]`| |
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|`jet4phi` |`[float64]`| |
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|`jet4b` |`[float64]`| |
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|`m_jj` |`[float64]`| |
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|`m_jjj` |`[float64]`| |
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|`m_lv` |`[float64]`| |
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|`m_jlv` |`[float64]`| |
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|`m_bb` |`[float64]`| |
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|`m_wbb` |`[float64]`| |
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|`m_wwbb` |`[float64]`| |
