Using C4.5 Algorithm in Classification of Asthma in Children for Suggesting Best Possible Treatment

Ashish Jain, Swati Sharma

2023

Abstract

Millions of children worldwide suffer from asthma, and finding the best therapy is critical for treating the disease and improving the quality of life for those afflicted. Data mining is critical for detecting hidden patterns and trends in massive datasets, such as those used in healthcare. It has been used to identify and treat disorders including asthma. The C4.5 algorithm is a common decision tree technique that is employed in the proposed work to build a decision tree for selecting the optimal asthma medication in children. It employs three primary data mining steps: pre-processing, categorization, and decision tree. Finally, if the dependent variable matched the provided conditions, the results were gathered using a decision tree. Healthcare practitioners can make educated judgements by using data mining techniques.

Paper Citation

in Harvard Style

Jain A. and Sharma S. (2023). Using C4.5 Algorithm in Classification of Asthma in Children for Suggesting Best Possible Treatment. In Proceedings of the 1st International Conference on Artificial Intelligence for Internet of Things: Accelerating Innovation in Industry and Consumer Electronics - Volume 1: AI4IoT; ISBN 978-989-758-661-3, SciTePress, pages 195-198. DOI: 10.5220/0012610400003739

in Bibtex Style

@conference{ai4iot23,
author={Ashish Jain and Swati Sharma},
title={Using C4.5 Algorithm in Classification of Asthma in Children for Suggesting Best Possible Treatment},
booktitle={Proceedings of the 1st International Conference on Artificial Intelligence for Internet of Things: Accelerating Innovation in Industry and Consumer Electronics - Volume 1: AI4IoT},
year={2023},
pages={195-198},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012610400003739},
isbn={978-989-758-661-3},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Artificial Intelligence for Internet of Things: Accelerating Innovation in Industry and Consumer Electronics - Volume 1: AI4IoT
TI - Using C4.5 Algorithm in Classification of Asthma in Children for Suggesting Best Possible Treatment
SN - 978-989-758-661-3
AU - Jain A.
AU - Sharma S.
PY - 2023
SP - 195
EP - 198
DO - 10.5220/0012610400003739
PB - SciTePress