Browsing ETD@PUK by Subject "Credit scoring"
Now showing items 1-3 of 3
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Automated construction of generalized additive neural networks for predictive data mining
(North-West University, 2006)In this thesis Generalized Additive Neural Networks (GANNs) are studied in the context of predictive Data Mining. A GANN is a novel neural network implementation of a Generalized Additive Model. Originally GANNs were ... -
The effect of the financial crisis on credit scoring in the retail credit market in South Africa
(North-West University, 2011)This study follows a three–pronged approach to investigate the effects of the global financial crisis on the South African retail credit market (using Woolworths as subject). These three prongs, or areas, include a literature ... -
Two statistical problems related to credit scoring
(North-West University, 2007)This thesis focuses on two statistical problems related to credit scoring. In credit scoring of individuals, two classes are distinguished, namely low and high risk individuals (the so-called "good" and "bad" risk classes). ...
