The 21-day cumulative irritation test is widely used for evaluating the irritation potential of topical skin-care products. This test consists of clinician's assessment of skin reaction of the patch sites and a classification system to categorize the test product's irritation potential. A new classification system is proposed which enables us to control the estimation error and provides a statistical confidence with regard to the repeatability of the classification.