Machine Learning, Deep Learning, Algorithms, Loss Function, Optimization.
distribution of the true labels, and Q is the probability distribution of the predictions from the model. It can be also shown that cross entropy loss can be as well derived from MLE, I will not bore you with more math. Let us further simplify this for our model with: N — number of observations M —