Now showing items 1-3 of 3
Non-parametric regression modelling of in situ fCO2 in the Southern Ocean
(Stellenbosch : Stellenbosch University, 2012-12)
ENGLISH ABSTRACT: The Southern Ocean is a complex system, where the relationship between CO2 concentrations and its drivers varies intra- and inter-annually. Due to the lack of readily available in situ data in the ...
The implementation of noise addition partial least squares
(Stellenbosch : University of Stellenbosch, 2009-03)
When determining the chemical composition of a specimen, traditional laboratory techniques are often both expensive and time consuming. It is therefore preferable to employ more cost effective spectroscopic techniques such ...
A comparison of support vector machines and traditional techniques for statistical regression and classification
(Stellenbosch : Stellenbosch University, 2004-04)
ENGLISH ABSTRACT: Since its introduction in Boser et al. (1992), the support vector machine has become a popular tool in a variety of machine learning applications. More recently, the support vector machine has also ...