Deleting saved reports is easy. After you have saved the report, click on the Reports tab, and then click on the Query Builder menu item under Dynamic Reports.
You can then pull up the saved report you just created. This menu item will show the SQL query from the report you just created. If you click on the Delete Query button, you will be able to delete this report from your records.