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Cart method approach and high dimension simulation data selection method in stunting case in the Covid-19 era

  • Widiarni Ginta Sasmita*
  • , Waego Hadi Nugroho
  • , Ani Budi Astuti
  • *Corresponding author for this work

Research output: Contribution to journalConference articlepeer-review

Abstract

Stunting has become the main problem in every area for repair and investigation. Data modeling with to do classification could help for however many variables big is problematic in modeling classification and can complicate the interpretation process. Data modeling with an amount of enough significant variables could handle the selection process stepwise method. This study will create a classification model using tree decision Classification and Regression Tree (CART) with challenge amount variable predictor. A total of 26 variables and 650 observations were applied using the simulation data taken from real stunting data in Java east and the data used on the variable predictor that is stunting and normal categories. The result of the study is a method used that could propose selected variables in the stunting process with high accuracy. The acquired model has decisive information related to influencing factors stunting incident with grouping family internal factors namely the health of parents who divides knot root model decision as factor main in stunting incident.

Original languageEnglish
Article number090012
JournalAIP Conference Proceedings
Volume2903
Issue number1
DOIs
Publication statusPublished - 4 Oct 2023
Event10th International Basic Science International Conference, BaSIC 2022 - Hybrid, Malang, Indonesia
Duration: 13 Sept 202214 Sept 2022

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 2 - Zero Hunger
    SDG 2 Zero Hunger
  2. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • CART
  • Height Dimension
  • Stepwise
  • Stunting

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