Filter sharepoint calendar in outlook by categories

Hello everyone,

I have Sharepoint calendar connected to my Outlook, I would like to enagle filtering, preferably by categories, I have the events categorizied in SP Calendar, but my Outlook calendar doesn not seem to recognize them, what am I doing wrong please?

Thank you,

JN