Machine Learning, Data Science, Loss Function, Regression, Classification.
a measure of how a probability distribution differs from another distribution. A KL-divergence of zero indicates that the distributions are identical. Notice that the divergence function is not symmetric. This is why KL-Divergence cannot be used as a distance metric. I will describe the basic