Browsing by Advisor/Supervisor
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Credit application scoring for consumers without credit history
(North-West University (South Africa). Vanderbijlpark Campus, 2019)Credit scoring is a tool that is used to either qualify or disqualify credit applicants by quantifying the risk factors relevant to classify them to high risk or low risk. Due to a demand in credit inclusion, financial ... -
Estimation of Missing Data in Ecological Studies Using Machine Learning Techniques
(North-West University (South Africa), 2023)The focus of this study is on the estimation of zero-inflated overdispersed count data that is rampant in ecological studies. This is a major challenge in population studies. The novelty of this study is to demonstrate ...