Machine Learning, Data Science, Loss Function, Regression, Classification.
variable X with probability distribution p(X): The negative sign is used to make the overall quantity positive. A greater value of entropy for a probability distribution indicates a greater uncertainty in the distribution. Likewise, a smaller value indicates a more certain distribution. This makes