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+ | ===== Evidential distance-based classifier (k-NN version) ===== | ||
+ | A non-parametric classification method based on the Dempster-Shafer theory of evidence. The principle of the method was first introduced in the following paper: | ||
+ | T. Denoeux. A k-nearest neighbor classification rule based on Dempster-Shafer theory. IEEE Transactions on Systems, Man and Cybernetics, | ||
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+ | A procedure for optimizing the parameters was later described in: | ||
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+ | L. M. Zouhal and T. Denoeux. An evidence-theoretic k-NN rule with parameter optimization. IEEE Transactions on Systems, Man and Cybernetics C, 28(2): | ||
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+ | More references are included in my [[en: | ||
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+ | [[http:// |