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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 ??

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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

K-Means Algorithm

Kmeans without knowing the number of clusters?

K means finding elbow when the elbow plot is a smooth curve

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