try this
if in view:
ComboBox1.SelectedIndex = -1
or dou you want it in viewmodel,
then Have a property for selected item. and set it to null:
For eg:
public List<gender> GenderList
{get;set;}
//include notify property changed for that property..the above one is just outline
Then have a property
Public Gender SelectedGender
{get;set;}
Bind Itemsource to GenderList property and Selectedvalue property to SelectedGender.
Whenever You want to clear the selection Set SelectedGender =null. SInce Notifyproperty changed element is there, it will clear the selection