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Clustering results measurement 1.0
File ID: 83165






Clustering results measurement 1.0
Download Clustering results measurement 1.0http://www.mathworks.comReport Error Link
License: Shareware
File Size: 10.0 KB
Downloads: 18
Submit Rating:
Clustering results measurement 1.0 Description
Description: Measure percentage of Accuracy and the Rand index of clustering results
The number of class must equal to the number cluster

Output
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 results

Input
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)

License: Shareware

Related: Match, Matrix, agreement, Measure, Index, Target, 3d1xn

O/S:BSD, Linux, Solaris, Mac OS X

File Size: 10.0 KB

Downloads: 18



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