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 ...
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 ...
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 ...