You can delete gradebook columns that you added (manual, calculated, and weighted columns). Deleting a column cannot be undone.
Note: Columns that the MyLab adds to the gradebook cannot be deleted, but you can hide them.
To delete gradebook columns:
See also:
Customize the Student Results Summary | Edit custom columns