For more, see Draw Tools
To activate: (in Edit Layer mode) Toolbar
Delete Features from the map view and, consequently, delete their records (Feature Attribute Data) from the Shapefile.
To Use:
Select feature(s) to be deleted.
Activate Delete Feature tool.
Selected features disappear from map view.
Use Draw Undo, if necessary, to retrieve deleted features.