In the context of cluster analysis, what does it mean to 'validate the analysis'?

Question $31$ options:

To check the stability and reliability of the clusters formed

To confirm the clusters based on external datasets

To determine if the clusters correctly classify future data

To ensure the data meets the assumptions of the clustering algorithm

To compare the results with those of supervised learning models