Fuzzy k-NN 1.0

Date Added: May 09, 2013 | Visits: 412

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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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