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<p>Comparison of algorithms with different performance matrix of open defecation practice in Zambia, ZMDHS 2024.</p>

Domaine:

healthcaresocioeconomic

Type de record:

paper
Créateur:
AndNegSefSme
Hôte:avatar

Comparison of algorithms with different performance matrix of open defecation practice in Zambia, ZMDHS 2024.

Visit

figshare.com

Tags

BiotechnologyCancerMental HealthInfectious Diseaseslow school attendancehot spots concentratedenvironmental sanitation baseddiseases like choleracreate targeted interventions198 true positives+40

Licenses

CC BY 4.0

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<p>Prediction of open defecation practice using confusion matrix in Zambia, ZMDHS, 2024.</p><p>Comparison of before and after tuning with optuna framework of open defecation practice in Zambia, ZMDHS 2024.</p><p>ROC curve of the tested machine learning algorithms of open defecation practice in Zambia, ZMDHS 2024.</p><p>SHAP global feature importance plot of open defecation practice in Zambia, ZMDHS 2024.</p><p>Beeswarm plot ranked by mean absolute SHAP value of open defecation practice in Zambia, ZMDHS 2024.</p>

<p>Prediction of open defecation practice using confusion matrix in Zambia, ZMDHS, 2024.</p>

Prediction of open defecation practice using confusion matrix in Zambia, ZMDHS, 2024.

<p>Comparison of before and after tuning with optuna framework of open defecation practice in Zambia, ZMDHS 2024.</p>

Comparison of before and after tuning with optuna framework of open defecation practice in Zambia

<p>ROC curve of the tested machine learning algorithms of open defecation practice in Zambia, ZMDHS 2024.</p>

ROC curve of the tested machine learning algorithms of open defecation practice in Zambia, ZMDHS

<p>SHAP global feature importance plot of open defecation practice in Zambia, ZMDHS 2024.</p>

SHAP global feature importance plot of open defecation practice in Zambia, ZMDHS 2024.

<p>Beeswarm plot ranked by mean absolute SHAP value of open defecation practice in Zambia, ZMDHS 2024.</p>

Beeswarm plot ranked by mean absolute SHAP value of open defecation practice in Zambia, ZMDHS 202