During or at the end of such probationary period the appointment may be terminated by the commissioners after investigation, or the appointing officer or board may terminate same, but in case of termination by the appointing officer or board the commission may, under its general investigative powers, review the circumstances and take such action as may in its judgment seem desirable for the best i