Now showing items 1-3 of 3
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 ...
Nearest hypersphere classification : a comparison with other classification techniques
(Stellenbosch : Stellenbosch University, 2014-12)
ENGLISH ABSTRACT: Classification is a widely used statistical procedure to classify objects into two or more classes according to some rule which is based on the input variables. Examples of such techniques are Linear ...
Multi-label feature selection with application to musical instrument recognition
(Stellenbosch : Stellenbosch University, 2013-12)
ENGLISH ABSTRACT: An area of data mining and statistics that is currently receiving considerable attention is the field of multi-label learning. Problems in this field are concerned with scenarios where each data case can ...