Cumulative link models for deep ordinal classification

Víctor-Manuel Vargas, Pedro-Antonio Gutiérrez, César Hervás-Martínez

This paper proposes a deep convolutional neural network model for ordinal regression by considering a family of probabilistic ordinal link functions in the output layer. The link f…