A machine learning classifier approach for identifying the determinants of under-five child undernutrition in Ethiopian administrative zones

被引:0
|
作者
Haile Mekonnen Fenta
Temesgen Zewotir
Essey Kebede Muluneh
机构
[1] Bahir Dar University,Department of Statistics, College of Science
[2] University of KwaZulu-Natal,School of Mathematics, Statistics and Computer Science, College of Agriculture Engineering and Science
[3] Bahir Dar University,School of Public Health, College of Medicine and Health Sciences
关键词
Composite index for anthropometric failure (CIAF); Confusion matrix; Covariate selection and ranking; Multicollinearity; Receiver operating characteristics (ROC);
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [11] Undernutrition and its determinants among under-five children in a tribal community of Meghalaya
    Singh, Aabha
    Sundaram, Shanthosh P.
    Ningombam, Joenna Devi
    JOURNAL OF FAMILY MEDICINE AND PRIMARY CARE, 2024, 13 (01) : 340 - 347
  • [12] Exploring the determinants of under-five mortality and morbidity from infectious diseases in Cambodia-a traditional and machine learning approach
    Hellden, Daniel
    Sok, Serey
    Nordenstam, Alma
    Orsini, Nicola
    Nordenstedt, Helena
    Alfven, Tobias
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [13] Determinants of Rural–Urban Differentials in Under-Five Child Mortality in Ethiopia
    Y. H. Gebresilassie
    P. Nyatanga
    M. A. Gebreselassie
    The European Journal of Development Research, 2021, 33 : 710 - 734
  • [14] Socio-demographic and environmental determinants of under-five child mortality in Ethiopia: using Ethiopian demographic and Health 2019 survey
    Girma, Meseret
    Eshete, Hiwot
    Asrat, Rahel
    Gebremichael, Mignote
    Getahun, Dereje
    Awoke, Tadesse
    BMC PEDIATRICS, 2023, 23 (01)
  • [15] Socio-demographic and environmental determinants of under-five child mortality in Ethiopia: using Ethiopian demographic and Health 2019 survey
    Meseret Girma
    Hiwot Eshete
    Rahel Asrat
    Mignote Gebremichael
    Dereje Getahun
    Tadesse Awoke
    BMC Pediatrics, 23
  • [16] Identifying geographical heterogeneity of under-five child nutritional status in districts of India
    Biswas, M.
    EUROPEAN JOURNAL OF PUBLIC HEALTH, 2020, 30
  • [17] Determinants of Rural-Urban Differentials in Under-Five Child Mortality in Ethiopia
    Gebresilassie, Y. H.
    Nyatanga, P.
    Gebreselassie, M. A.
    EUROPEAN JOURNAL OF DEVELOPMENT RESEARCH, 2021, 33 (03): : 710 - 734
  • [18] Prediction of undernutrition and identification of its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms
    Islam, Md. Merajul
    Kibria, Nobab Md. Shoukot Jahan
    Kumar, Sujit
    Roy, Dulal Chandra
    Karim, Md. Rezaul
    PLOS ONE, 2024, 19 (12):
  • [19] Determinants of under-five malnutrition, significant changes, and policy implications in the Ethiopian Demographic Health Survey, 2019
    Habtamu Wondimu
    Kassahun Dejene
    Discover Sustainability, 3 (1):
  • [20] Determinants of under-five malnutrition, significant changes, and policy implications in the Ethiopian Demographic Health Survey, 2019
    Wondimu, Habtamu
    Dejene, Kassahun
    DISCOVER SUSTAINABILITY, 2022, 3 (01):