function cluster = kmeans(M, K, cent)

doLoop = 1;

while(doLoop)
    W = cent;    
    cluster = zeros(1);
    
    for i=1:size(M,1)
        minval = 1000;
        for j=1:K
            temp = norm(M(i,:)-W(j,:))
            if(temp < minval)
                minval = temp;
                cluster(i) = j;
            end
        end
    end
    
    for j=1:K
        
    end
    %Check if we should continue the whileloop
    
end