An Educational Approach to Higgs Boson Hunting Using Machine Learning Classification Algorithms on ATLAS Open Data

An Educational Approach to Higgs Boson Hunting Using Machine Learning Classification Algorithms on ATLAS Open Data

In this study, the performance of several classification algorithms that are used to separate the H → ττ signal from background is investigated. The data set came from the publicly available ATLAS data, which was utilized for the Machine Learning (ML) competition. The data was obtained from a full A...

Full description

Saved in:
Bibliographic Details
Main Author: Ayşe Bat
Format: Article
Language:English
Published: Çanakkale Onsekiz Mart University 2023-09-01
Series:Journal of Advanced Research in Natural and Applied Sciences
Subjects:
lhc
atlas experiment
machine learning
xgboost classifier
binary classification
Online Access:https://dergipark.org.tr/en/download/article-file/2919199
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items