Browsing Faculty of Natural and Agricultural Sciences by Author "Du Toit, Jan V."
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Automation of generalized additive neural networks for predictive data mining
De Waal, David A.; Du Toit, Jan V. (Taylor & Francis, 2011)For a new technology to make the step from experimental technology to mainstream technology, tools need to be created to facilitate the use of the developed technology in the envisaged application area. Generalized additive ... -
Spam email classifcation with generalized additive neural networks using ensemble methods
Labuschagne, Pieter; Du Toit, Jan V. (SATNAC, 2014)Solutions to minimize the amount of junk mail we receive are not yet optimal and thus research towards an improved spam email classifier is ongoing. Traditional content and listbased filters are less effective than ...