Any applicant aggrieved by a decision of the department under this act shall be entitled to judicial review thereof in the Circuit Court of Hinds County, First Judicial District. In the review, the decision of the department shall be affirmed unless it is arbitrary, capricious, or it is not in compliance with this act.