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. 2012 Oct 30;13:282. doi: 10.1186/1471-2105-13-282

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Copyright ©2012 Doyle et al.; licensee BioMed Central Ltd.

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Results of feature selection - BE vs. BS and G5 vs. G3/G4. Results of feature selection when distinguishing between Benign Epithelium (BE) vs. Benign Stroma (BS) on the left, and Gleason grade 5 (G5) vs. Gleason grades 3 and 4 (G3/G4) on the right. Shown are: (a), (d) the plots of the cumulative weights as a function of feature rank, (b), (e) scatter plots of the first and second features along with the optimal discriminating hyperplane, and (c), (f) a list of the feature names associated with each rank.