To improve the training speed of SVM, we propose a new SVM training approach which takes thick convex-hull as training set. The approach makes better use of the margin information for classification of data sets, and thus extends the use of convex hull to approximately linearly separable problems. Experiments on 5 UCI data sets indicate that the approach speeds up training of SVM with guarantee of generalization accuracy.
Fast SVM Training Based on Thick Convex-hull
2008 Congress on Image and Signal Processing ; 1 ; 584-587
2008-05-01
393714 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
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