ROC curves of four models for underweight.

<div><p>Background and objectives</p><p>Child undernutrition is a leading global health concern, especially in low and middle-income developing countries, including Bangladesh. Thus, the objectives of this study are to develop an appropriate model for predicting the risk of u...

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Bibliographic Details
Main Author:	Md. Merajul Islam (12646837) (author)
Other Authors:	Nobab Md. Shoukot Jahan Kibria (20396385) (author), Sujit Kumar (7480604) (author), Dulal Chandra Roy (5421059) (author), Md. Rezaul Karim (7225511) (author)
Published:	2024
Subjects:	Medicine Genetics Biotechnology Infectious Diseases Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified shapley additive explanations proposed integrating framework income developing countries extreme gradient boosting artificial neural network mother &# 8217 father &# 8217 based model outperformed auc respectively 81 models &# 8217 selecting important predictors influencing predictors among shap method demonstrated influencing predictors important predictors auc ). appropriate model influential predictors mother education father education xlink "> water source watching television toilet facility random forest logistic regression including bangladesh five children boruta technique birth order birth interval 18 data
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ROC curves of four models for underweight.

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