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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 ...
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 ...