Model comparison using multiple metrics before balancing by SMOTE(Train-Test Split (80%-20%)).

Model comparison using multiple metrics before balancing by SMOTE(Train-Test Split (80%-20%)).

<p>Model comparison using multiple metrics before balancing by SMOTE(Train-Test Split (80%-20%)).</p>

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Bibliographic Details
Main Author:	Daniel Niguse Mamo (16813898) (author)
Other Authors:	Agmasie Damtew Walle (14716768) (author), Eden Ketema Woldekidan (20536952) (author), Jibril Bashir Adem (16813892) (author), Yosef Haile Gebremariam (19911102) (author), Meron Asmamaw Alemayehu (10692261) (author), Ermias Bekele Enyew (12152258) (author), Shimels Derso Kebede (16813901) (author)
Published:	2025
Subjects:	Cell Biology Biotechnology Sociology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified postpartum care check neonatal deaths occur nearly 40 percent guide targeted initiatives first six weeks feature importance techniques evaluated using sensitivity analyse secondary data addressing class imbalance 30 countries studied key factors involved health insurance status applying fifteen machine models &# 8217 ultimately enhance maternal machine learning algorithms 2016 ethiopian demographic learning algorithms ethiopian demographic fifteen models health survey contributing factors predictive models wealth index top predictors tenfold cross support provided strong ability sampling technique performed excellently performance evaluation newborns immediately mlp classifier maternal education healthcare datasets four experiments fold cross f1 score comparative analysis best results bagging classifier approach enhances
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