If you need to adjust your already created deposit, you will want to go into the Docs tab within the event and select the gear button to edit the template.
Then, you will scroll to your billing widget to adjust the dollar amount or percentage. 
Likewise, if you would like to remove the deposit, you will trash it from the template first. Then, it will sync over and automatically be removed from the payments tab.