This must be set in the season editor. Navigate to Setup->Organization->League. In the "League" tab, next to the dropdown menu labeled "Active Season", there is a link to the season editor.
This link will bring up a list of seasons. Click the season you would like to edit, and the season editor will appear. From here, you can edit the various dates and properties of your season.
Tags: evaluations, season