sofemax function

Preliminaries Probability Bayesian Formular Calculus Probabilistic Generative Models1 The generative model used for making decisions contains an inference step and a decision step: Inference step is to calculate $\Pr(\mathcal{C}_k|\mathbf{x})$ which means the probability of $\mathbf{x}$ belonging to the class $\mathcal{C}_k$ given $\mathbf{x}$ Decision step is to make a decision based on $\Pr(\mathcal{C}_k|\mathbf{x})$ which was calculated in step 1 In this post, we just give an introduction and a framework for the probabilistic generative model in classification....