Data mining for heart failure : an investigation into the challenges in real life clinical datasets
(2015)
Thesis
Kirke, L. Data mining for heart failure : an investigation into the challenges in real life clinical datasets. (Thesis). University of Hull. https://hull-repository.worktribe.com/output/4218159
Clinical data presents a number of challenges including missing data, class imbalance, high dimensionality and non-normal distribution. A motivation for this research is to investigate and analyse the manner in which the challenges affect the perform... Read More about Data mining for heart failure : an investigation into the challenges in real life clinical datasets.