You can undeploy Decision Services by selecting the Decision Service and clicking Undeploy. Performing this operation on a managed Decision Service takes you to the Application details page, which has options to remove individual Decision Services or undeploy the Application altogether.
Note: In the Web Console, you cannot undeploy a Decision Service that was deployed using a CDD file.