Classification may be considered as a data processing function that assigns items during a collection to focus on categories or classes. The goal of classification is to accurately predict the target class for every case within the data. A popular example to use a classification model is to identify loan applicants and classify them into 3 groups based on the credit risk factor of low, mid, and high.