<p>Model Architecture for Predicting Delays in Seeking Abortion Among Reproductive-Aged Women in Ethiopia.</p>

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healthcare

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paper

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MerAlmAbeHab

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Model Architecture for Predicting Delays in Seeking Abortion Among Reproductive-Aged Women in Ethiopia.

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Cell Biology Biotechnology Sociology Science Policy Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified support vector machine shapley additive explanations related maternal morbidity +34

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<p>Supplementary files for Interpretable Machine Learning for Predicting Delays in Seeking Abortion Among Reproductive-Aged Women in Ethiopia: A Study Using EDHS 2016 Data.</p><p>Performance of machine learning models on the test set for predicting delay in seeking abortion among reproductive-age women in Ethiopia.</p><p>SHAP BeeSwarm Plot of the XGB model for prediction of delay in seeking abortion among reproductive-age women in Ethiopia.</p><p>SHAP BeeSwarm Plot of the RF model for prediction of delay in seeking abortion among reproductive-age women in Ethiopia.</p><p>Receiver Operating Characteristic (ROC) curves for the eight machine learning models for predicting delay in seeking abortion among reproductive-age women in Ethiopia.</p><p>SHAP Bar Plots of the RF and XGB models for prediction of delay in seeking abortion among reproductive-age women in Ethiopia.</p>

<p>Supplementary files for Interpretable Machine Learning for Predicting Delays in Seeking Abortion Among Reproductive-Aged Women in Ethiopia: A Study Using EDHS 2016 Data.</p>

Supplementary files for Interpretable Machine Learning for Predicting Delays in Seeking Abortion

<p>Performance of machine learning models on the test set for predicting delay in seeking abortion among reproductive-age women in Ethiopia.</p>

Performance of machine learning models on the test set for predicting delay in seeking abortion a

<p>SHAP BeeSwarm Plot of the XGB model for prediction of delay in seeking abortion among reproductive-age women in Ethiopia.</p>

SHAP BeeSwarm Plot of the XGB model for prediction of delay in seeking abortion among reproductiv

<p>SHAP BeeSwarm Plot of the RF model for prediction of delay in seeking abortion among reproductive-age women in Ethiopia.</p>

SHAP BeeSwarm Plot of the RF model for prediction of delay in seeking abortion among reproductive

<p>Receiver Operating Characteristic (ROC) curves for the eight machine learning models for predicting delay in seeking abortion among reproductive-age women in Ethiopia.</p>

Receiver Operating Characteristic (ROC) curves for the eight machine learning models for predicti

<p>SHAP Bar Plots of the RF and XGB models for prediction of delay in seeking abortion among reproductive-age women in Ethiopia.</p>

SHAP Bar Plots of the RF and XGB models for prediction of delay in seeking abortion among reprodu