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Not only different databases but two classes of data within a database can also have different data structures. SVM and LS-SVM typically minimize the empirical ϕ-risk; regularized versions subject to fixed penalty (L 2 or L 1 penalty) are non-adaptive since their penalty forms are pre-determined. They often perform well only for certain types of situations. For example, LS-SVM with...
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