You can edit the predictions for any query. In the main Query Categorization tab of the Dashboard, you can find both an edit icon and a trash icon for all queries. This allows you to remove, modify, or add predictions for specific queries.
If you wish to delete your override and revert to automatic predictions, you can click on the zap icon.