Logo Lanfrica

<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>

Domain:

healthcare

Record type:

paper
Creator:
MerAlmAbeHab
Host:avatar

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

Tags

Cell BiologyBiotechnologySociologyScience PolicyBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedsupport vector machineshapley additive explanationsrelated maternal morbidity+34

Licenses

CC BY 4.0

Similar

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

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

<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>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 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>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