Prediction of type II diabetes mellitus based on demographic features by the use of machine learning classification algorithms — a study across Assam, India.

Detalles Bibliográficos
Publicado en:International Journal of Diabetes in Developing Countries Vol. 45; no. 1; pp. 150 - 161
Autores principales: Sarkar, Partha Pratim, Das, Snigdha Jyoti
Formato: equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Mar2025
Acceso en línea:Ver este registro en EBSCOhost
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        atl: Prediction of type II diabetes mellitus based on demographic features by the use of machine learning classification algorithms — a study across Assam, India.
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          Sarkar, Partha Pratim
          Das, Snigdha Jyoti
        affil: https://ror.org/039p5s648 Faculty of Engineering, Assam Downtown University, 781026, Guwahati, Assam, India
      sug:
        subj:
          Diabetes Mellitus, Type 2 Epidemiology
          Diabetes Mellitus, Type 2 Diagnosis
          Diabetes Mellitus, Type 2 Prevention and Control
          Prediction Models
          Machine Learning
          Neural Networks (Computer)
          Algorithms
          Human
          India
          Cross Sectional Studies
          Nonexperimental Studies
          Food Intake
          Sleep Physiology
          Alcohol Drinking
          Disease Susceptibility
          Data Analysis Software
          Descriptive Statistics
      pubtype: Academic Journal
      doctype:
        equations & formulas
        research
        tables/charts
        Journal Article
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    language: English
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