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\section{Conclusion and Recommendation}  Based on the criteria described above, a bigger $k$ would give better results since the variance within clusters decreases. Thus, lessening the chances of having a mixed infected and healthy pixels on the same cluster. However, more clusters would mean additional computational complexity and longer processing times. K-Means alone has a computational complexity of $O(n^dk)$ $O(n^d^k+1)$  $k$