Yes, you can cook frozen bone in chicken breast in the air fryer. Your cooking time and temperature will differ. You will have to cook it in a lower heat for a longer time so the skin or the outer edges don't burn before the chicken is well cooked on the inside. You can cook it at 180° for 30 to 35 minutes. Use the digital thermometer to check the internal temperature to be 165 degrees for taking it out.