Display Month view with filtered category using calendar shortcode

Is there a way to display a month calendar view and have it filtered by category. Say on Page 1 I want a calendar to display events for Category 1 and on Page 2 I want a calendar to display events for Category 2. I tried this shortcode, but it didn't work (ended up displaying a calendar with all of my categories).

[eab_calendar category="5"]