I have a user dataset which contains fields like
['age','gender', 'computer_literacy', 'vision', 'colour_blind', 'education', 'font_size','colour'].
I clustered this data and assigned the new cluster to the existing data. Now I want to know: how can I find a similar cluster for a new user?
As an example, if I am a new user I may submit only a few details like
['age', 'gender', 'computer_literacy', 'vision'] but still want to know to which cluster I belong.
What are the possible approaches to solve this problem?