数据集:
mstz/higgs
来自" Searching for exotic particles in high-energy physics with deep learning "的 Higgs dataset 。尝试将粒子分类为希格斯玻色子。
Configuration | Task | Description |
---|---|---|
higgs | Binary classification | Is the particle a Higgs boson? |
from datasets import load_dataset dataset = load_dataset("mstz/higgs")["train"]
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] |