Possible Duplicate:
How do I determine k when using k-means clustering?
How can we determine the value of K(the number of clusters) for the k-means algorithm ??
Possible Duplicate:
How do I determine k when using k-means clustering?
How can we determine the value of K(the number of clusters) for the k-means algorithm ??
Sometimes.
There are various methods, that usually require trying different values of k and measuring which worked best.
Here are some duplicate questions you missed:
How to optimal K in K - Means Algorithm