Target IP can be set if the source IP is of type static. If the text box is left empty then behavior would be similar to ...

Target IP can be set if the source IP is of type static. If the text box is left empty then behavior would be similar to DHCP.
In case the target IP provided by user is already used by some other virtual machine that is already running in Azure then the failover would fail.