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Feature weights learned in one sample trial of the seven UCI data sets with and without 5,000 irrelevant features. The dashed red line indicates the number of original features. The weights plotted on the left side of the dashed line are associated with the original features, while those on the right are with the additional 5,000 irrelevant features. The feature weights learned in the two cases are very similar.
