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数据集:
mstz/higgs
中文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] |