Reproductive health and Family planning service characteristics of respondents.

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posted on 2023-10-17, 17:22 authored by Shimels Derso Kebede, Daniel Niguse Mamo, Jibril Bashir Adem, Birhan Ewunu Semagn, Agmasie Damtew Walle

Reproductive health and Family planning service characteristics of respondents.

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total weighted sample shapley additive explanations preventing unintended pregnancy model &# 8217 machine learning modeling handling unbalanced categories handling missing values economic factors might best predictive model 10 version software partner &# 8217 decrease unmet needs use family planning family planning sessions women &# 8217 data preparation techniques balanced training data husband &# 8217 frequently used indicator top important predictors identify important predictors shap analysis based family planning top predictors unmet need partner disapproval women education union women data splitting 5819 women identifying predictors identify predictors tenfold cross significant impact september 2019 sectional household removing outliers random forest python 3 previously delivered household members health facility female survey feature engineering december 2019 child health amhara region affects maternal 93 area

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