The below image answers the questions :
According to lot of articles on internet Event handler and Event Receiver are same. In SP2003 it was called as event handler and SP2010 it is called as Event Receiver.
But as per my understanding individual overridden method are called Event Handler and whole class is called Event receiver.
Comment out your thoughts on this.