ordinal classification; ordinal regression; support vector machine; neuralnetworks

Numerical variable reconstruction from ordinal categories based on probability distributions

Ordinal classification problems are an active research area in the machine learning community. Many previous works adapted state-of-art nominal classifiers to improve ordinal classification so that the method can take advantage of the ordinal …