Anotherclassificationapproachthatcanhandleclassesthatarenotlinearlyseparableusessupport-vector machines(SVM).Here,nonon-linearhypersurfaceisobtained, butthefeaturespaceistransformedinto a space of higher dimension, so that the features become linearly separable. Then, the feature vectors can be classified with a linear classifier.