Environment : Clearpass 6.2
We can change the password for the user "appadmin" from GUI by following the below steps.
Go to Administration --> Server manager --> Server configuration --> Change cluster password.
It will ask you for the new password. We can give the new password and it will reset the password for the CLI user "appadmin".