Soft clustering max probability for different cluster

[dimab0]

Applying the clustering algo on a data set, there are some noise points and other points that are put into clusters with labels.

If you then take the same data set and feed it through soft clustering, the max probability for each data point (the cluster it should most likely belong to) can often differ from the cluster that was assigned in the initial fit.

Unfortunately I am not able to share my specific data set.

[bsood01]

@dimab0 Did you manage to get any progress with this? having similar issues.