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Sankore

Named after the University of Sankore in Timbuktu — one of the world’s oldest centres of learning. Every figure here is computed from work-level records in our own graph, never copied from a source’s summary count.

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Comparative Evaluation of Machine Learning Classifiers for Explainable Heart Disease Prediction Using the UCI Cleveland Dataset: A Decision Tree-centred Framework Integrating SHAP-based Clinical Interpretability Assessment and Deployable Clinical Decision Support System Development

2026Middle East Journal of Applied Science & TechnologyJournalOpen access

10.46431/mejast.2026.9205 Full text0 citations

Authors

3 authors.

Asoshi Paul AnuleFirst author
- Kwararafa University (NG)
Anagu Emmanuel John
- Kwararafa University (NG)
Ogar Michael OkoSenior author
- Kwararafa University (NG)

Fields

Assignment is probabilistic — a work belongs to several fields in proportions.

Explainable Artificial Intelligence (XAI)level 3 · 0.41
Artificial Intelligence in Healthcarelevel 3 · 0.33
Machine Learning in Healthcarelevel 3 · 0.09

Sources

Several sources describing one work is the point — it means the record rests on more than one authority.

openalexseen September 9, 2026
2026 · Middle East Journal of Applied Science & Technology · 0 citations
https://openalex.org/W7169065778

Comparative Evaluation of Machine Learning Classifiers for Explainable Heart Disease Prediction Using the UCI Cleveland Dataset: A Decision Tree-centred Framework Integrating SHAP-based Clinical Interpretability Assessment and Deployable Clinical Decision Support System Development · Sankore