wehub-resource-sync
11 lines
365 B
Matlab
Executable File
11 lines
365 B
Matlab
Executable File
function [label, energy] = kmeansPred(mu, X)
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% Prediction for kmeans clusterng
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% Input:
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% model: dx k cluster center matrix
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% X: d x n testing data
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% Output:
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% label: 1 x n cluster label
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% energy: optimization target value
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% Written by Mo Chen (sth4nth@gmail.com).
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[val,label] = min(dot(X,X,1)+dot(mu,mu,1)'-2*mu'*X,[],1); % assign labels
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energy = sum(val); |