How can we bound the minimum and the maximum number of data points in K-means clustering, which is having a fixed number of clusters?

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Mohamed Amine Kerkouri

I'm not aware of any implementation that clusters data according to the number of points.

I would suggest that you iteratively search and optimize the number of clusters to reach your desired goal.

Shanu Verma

The paper DOI: 10.1007/978-3-319-19644-2_22 has implemented this type of k-means clustering.

P. Sameerabanu

The maximum possible number of clusters will be equal to the number of observations in the dataset.