If you have opened the "Parameters of: Performance" and all entries have been made and the performance chart display has been updated, you can hide the dialog box with the parameters again by pressing the <CTRL>+<A> key combination or by calling the command SHOW PARAMETERS ON AND OFF again.
This also removes the "Evaluate with new parameters" icon from the toolbar.