Browsing by Subject "Predictive modelling"

Now showing items 1-3 of 3

    • Comparing generalized additive neural networks with multilayer perceptrons 

      Goosen, Johannes Christiaan (North-West University, 2011)
      In this dissertation, generalized additive neural networks (GANNs) and multilayer perceptrons (MLPs) are studied and compared as prediction techniques. MLPs are the most widely used type of artificial neural network (ANN), ...

    • SARS risk profile indicator model evaluation 

      Theron, H.N. (North-West University (South Africa), 2019)
      Managing trade efficiently and in a cost-effective manner can greatly benefit the economy of a country. In South Africa, customs processes lead to many unnecessary delays seemingly without any underlaying reason. This ...

    • Semi-supervised segmentation within a predictive modelling context 

      Breed, Douw Gerbrand (North-West University (South Africa) , Potchefstroom Campus, 2017)
      Industry standards and best practices on robust model development have been refined over many years. Even though many software tools are available to simplify the process today, developing a practically implementable ...