Filter sharepoint calendar in outlook

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? Is there any item is SP calendar list, that could flow to outlook?

Thank you,

Jakub