handling unexpected situation (no assigned point in specific cluster)

[Jungmo]

If there is no point assigned cluster 1 at the very first iteration, how can I handle this situation? We cannot calculate the mean and std of the cluster in this kind of situation.

Is this situation that can not happen?

[Dikshantbisht13]

Initially you can randomly set classes so this will not happen