I know it's not really important to limit the number of iterations on Kmean algorithm to converge faster , because it is really fast. But because we are implementing the paper algorithm we should know what is the exact value.
Notice: the default value in Kmean algorithm of sklearn library is 10.
Notice: In this article I found best value is 20 to 50. So I selected the maximum.
https://static.googleusercontent.com/media/research.google.com/vi//pubs/archive/42853.pdf
I know it's not really important to limit the number of iterations on Kmean algorithm to converge faster , because it is really fast. But because we are implementing the paper algorithm we should know what is the exact value. Notice: the default value in Kmean algorithm of sklearn library is 10. Notice: In this article I found best value is 20 to 50. So I selected the maximum. https://static.googleusercontent.com/media/research.google.com/vi//pubs/archive/42853.pdf