Ordinal regression and classification methods form a vital branch of statistical learning wherein the outcome variable possesses an inherent order. Unlike conventional classification problems ...

Ordinal classification is different from a standard, non-ordinal classification problem where the set of values to predict is categorical and is not ordered. For example, predicting the exterior color ...