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Which of the following can act as possible termination conditions in K-Means?
1. For a fixed number of iterations.
2. Assignment of observations to clusters does not change between iterations. Except for cases with a bad local minimum.
3. Centroids do not change between successive iterations.
4. Terminate when RSS falls below a threshold.

A. 1, 3 and 4

B. 1, 2 and 3

C. 1, 2 and 4

D. 1,2,3,4

Answer: Option D


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