Essential Math, Editors Pick, Mathematics, Data Science, Machine Learning.
entropy of the distribution. This means that a low probability (like 0.1 in Figure 2) gives a large amount of information (3.32 bits) but has less influence on the final result. A larger probability (like 0.4 in Figure 2) is associated with less information (1.32 bits as shown in Figure 2) but has