Ensemble machine learning algorithm for cost-effective and timely detection of diabetes in Maiduguri, Borno State

Ensemble machine learning algorithm for cost-effective and timely detection of diabetes in Maiduguri, Borno State

Diabetes is a serious medical condition that severely hinders the body's ability to produce or properly regulate insulin, leading to detrimental carbohydrate metabolism and dangerously high blood sugar levels. This ultimately causes inadequate carbohydrate metabolism and heightened blood gluco...

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Bibliographic Details
Main Authors: Emmanuel Gbenga Dada, Aishatu Ibrahim Birma, Abdulkarim Abbas Gora
Format: Article
Language:English
Published: Nigerian Society of Physical Sciences 2024-09-01
Series:Journal of Nigerian Society of Physical Sciences
Subjects:
Ensemble learning
Diabetes
Weighted average ensemble
Random forests
Light gradient boosting machine
Online Access:https://journal.nsps.org.ng/index.php/jnsps/article/view/2175
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https://journal.nsps.org.ng/index.php/jnsps/article/view/2175

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