... trainingvectors into a higher dimensional space by employing akernel function and then finds a linear separating hyper-plane with the maximal margin in this higher dimen-sional space. In ... andtherapeutics [16,17].The previous findings [8,9] mainly reported of modelingdisease susceptibility in CFS by using machine learningapproaches without feature selection. In this work, weextended the ... or "control") of data instances in thetesting set, given only the assigned features (that is, theSNP information of the subjects). Given a training set of instance-label pairs, the...