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Reliability of Predictions Using Hybrid Models: The Case of Malaria Incidence Rates in Uganda
(Journal of Health Informatics in Africa, 2020)
Background and purpose: Reliability of estimates emanating from predictive independent data
mining techniques is a complex problem. This could be attributed to cross-cutting weaknesses of
individual techniques such as ...
Using Data Analytics to Strengthen Monitoring and Surveillance of Routine Immunization Coverage for Children under One Year in Uganda
(In HEALTHINF, 2021)
Immunization coverage is a traditional key performance indicator that enables stakeholders to monitor child health, investigate gaps, and take remedial actions. It is continuously challenged by validity due to the neglect ...
On the Goodness of Fit of Parametric and Non‑Parametric Data Mining Techniques: The Case of Malaria Incidence Thresholds in Uganda
(Health and Technology, 2021)
To identify which data mining technique (parametric or non-parametric) best fits the predictions on imbalanced malaria incidence dataset. The researchers compared parametric techniques in form of naïve Bayes and logistic ...