Recent years evidenced an increase in the total number of skin cancer cases. and it is projected to grow exponentially. This paper proposes a computer-aided diagnosis system for the classification of a malignant lesion. where the acquired image is primarily pre-processed using novel methods. https://oxfordshopes.shop/product-category/jackets-split-suit-byron/