To delete the alarm you should:
1. Select an alarm
2. Press Delete button on the toolbar
It is not always the best way out to delete an alarm you think you don't need anymore. You may simply deactivate it by removing the corresponding check mark in front of it in alarm list. In this case you will be able to re-use it in future.