In order to delete a Custom Dashboard, go to Custom Dashboard, click the 3 dots on the right toolbar and click Delete Dashboard.
Note: If you have multiple Custom Dashboards, select the appropriate dashboard from the drop-down list as shown below and then click Delete Dashboard.