A regularization path algorithm for support vector ordinal regression

Support vector ordinal regression (SVOR) is a popular method for tackling ordinal regression problems. Solution path provides a compact representation of optimal solutions for all values of regularization parameter, which is extremely useful for model selection. However, due to the complicated formulation of SVOR (including multiple equalities and extra… CONTINUE READING