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BDT Particle Identification/Ushahidi
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BDT Particle Identification

Boosted Decision Trees (BDTs) are powerful multivariate classifiers used in particle physics to distinguish between different particle types based on detector signatures. By combining many weak decision trees through adaptive boosting, BDTs achieve superior discrimination power compared to simple cuts, enabling improved purity and efficiency in particle identification and background rejection.

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Boosted Decision Tree Particle Identification
Rekodi ya mbinu ya kiajenda · process-pipeline / particle-physics
  • Breiman, L. (2001). Random Forests. Machine Learning, 45(1), 5–32. · DOI 10.1023/A:1010933404324
  • Kieseler, J., et al. (2016). Machine learning for detector trigger optimization at the LHC. Nuclear Instruments and Methods in Physics Research Section A, 824, 29–37. · URL
  • Aarrestad, T. K., et al. (2021). Machine learning for particle discrimination at the LHC. Journal of Physics: Conference Series, 1525(1), 012034. · URL
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Same method familyAnti-kT Jet Algorithmmachine-suggested · Relational suggestion, not evidence.Same method familyHEP Track Reconstructionmachine-suggested · Relational suggestion, not evidence.Same method familyMissing Transverse Energymachine-suggested · Relational suggestion, not evidence.

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