Exploring Risk Factors of Type 2 Diabetes Mellitus Using Decision Tree and Random Forest Models: Baseline Data From Kharameh Cohort Study

Exploring Risk Factors of Type 2 Diabetes Mellitus Using Decision Tree and Random Forest Models: Baseline Data From Kharameh Cohort Study

Background and aims: Identifying subjects that are at risk of type 2 diabetes mellitus (T2DM) and predicting the associated risk factors are highly important. Thus, this study aimed to explore the risk factors and find the prediction model for T2DM using decision trees (DTs) and random forest (RF) m...

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Bibliographic Details
Main Authors: Maryam Jalali, Hamid Reza Niazkar, Masoumeh Ghoddusi Johari, Amir Hossein Saem, Abbas Rezaianzadeh
Format: Article
Language:English
Published: Shahrekord University of Medical Sciences 2024-11-01
Series:Epidemiology and Health System Journal
Subjects:
diabetes mellitus
data mining
risk factors
Online Access:https://ehsj.skums.ac.ir/PDF/ehsj-26113.pdf
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https://ehsj.skums.ac.ir/PDF/ehsj-26113.pdf

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