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Machine learning-based classification of DNA sequences for diabetes mellitus type prediction Cover

Machine learning-based classification of DNA sequences for diabetes mellitus type prediction

Journal of Smart Internet of Things
Volume 2025 (2025): Issue 1 (June 2025)
By: Albegli Ahmed Hasan Ahmed and  Kusum Yadav  
Open Access
|Jun 2025
Figures & tables

Figures & Tables

Figure 1.

Proposed System.

Figure 2.

Performance analysis of ML model with N=75 and K=10.

Figure 3.

Performance analysis of ML model with N=75 and K=5.
DOI: https://doi.org/10.2478/jsiot-2025-0003 | Journal eISSN: 2956-8323
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Language: English
Page range: 23 - 30
Submitted on: Mar 21, 2025
Accepted on: May 11, 2025
Published on: Jun 15, 2025
Published by: Future Sciences For Digital Publishing
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year
Keywords:
Machine Learning,
DNA Sequence Classification,
Diabetes Mellitus Prediction,
Genomic Data Analysis,
Random Forest / Support Vector Machine (SVM)
Related subjects:
Engineering,
Introductions and overviews,
History of engineering,
Electrical engineering,
Fundamentals of electrical engineering,
Electronics,
Information technology

© 2025 Albegli Ahmed Hasan Ahmed, Kusum Yadav, published by Future Sciences For Digital Publishing
This work is licensed under the Creative Commons Attribution 4.0 License.

Volume 2025 (2025): Issue 1 (June 2025)
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