Flow chart of the proposed IRSA-BP diabetes prediction model.

<p>This paper separately benchmarks the performance of the algorithm by using the diabetes dataset provided by Khare and the diabetes dataset processed with the SMOTE algorithm. Before model training, detailed preprocessing was performed on the data, including identification and processing of...

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محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Wan-Hua Zhang (21601139) (author)
مؤلفون آخرون:	Zi-Xun Zhang (17149963) (author)
منشور في:	2025
الموضوعات:	Biotechnology Science Policy Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> within experimental results showed data set published 6 %, showing innovative prediction method assist medical professionals bp hybrid algorithm bp algorithm performed bp neural network machine learning algorithms machine learning algorithm performance neural networks network performance medical field bp classifier multilayer algorithms evaluated algorithms diabetes prediction traditional backpropagation threshold initialization superior performance paper constructs notably enhancing key area healthcare sector health status gaining prominence early intervention diagnostic procedures best among
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Flow chart of the proposed IRSA-BP diabetes prediction model.

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