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Fuzzy k-NN 1.0

  Date Added: May 09, 2013  |  Visits: 212

Fuzzy k-NN

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Fuzzy k-nearest neighbors classifier that can work with training samples whose label info is fuzzified. The prototype is as follows.[y,predict_class] = f_knn(tr,tr_memberships,te,k)tr: training samplestr_memberships: membership values of traning sampleste: testing samplesk: k value vector (more than one value is possible)y: output memberships for testing setpredict_class: the most likely classes for testing set

Requirements: No special requirements
Platforms: Matlab
Keyword: Classes Classifier Knearest Membership Memberships Neighbors Output Possibley Samples Samplesk Sampleste Setpredict Class Testing Training Traning Values Vector
Users rating: 0/10

License: Freeware Size: 10 KB
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