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Clustering results measurement 1.0

  Date Added: August 07, 2013  |  Visits: 267

Clustering results measurement

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Measure percentage of Accuracy and the Rand index of clustering resultsThe number of class must equal to the number clusterOutput Acc = Accuracy of clustering results rand_index = Rand's Index, measure an agreement of the clustering results match = 2xk matrix which are the best match of the Target and clustering resultsInput T = 1xn target index idx =1xn matrix of the clustering results EX: X=[randn(200,2);randn(200,2)+6,;[randn(200,1)+12,randn(200,1)]]; T=[ones(200,1);ones(200,1).*2;ones(200,1).*3]; idx=kmeans(X,3,'emptyaction','singleton','Replicates',5); [Acc,rand_index,match]=Acc_measure(T,idx)

Requirements: No special requirements
Platforms: Matlab
Keyword: 3d1xn Agreement Index Match Matrix Measure Target
Users rating: 0/10

License: Shareware Size: 10 KB
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