Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional Probabilities

Xintong Shi, Wenzhi Cao, Sebastian Raschka

In recent times, deep neural networks achieved outstanding predictive performance on various classification and pattern recognition tasks. However, many real-world prediction probl…