of the self-informations of the individual events.

The detailed derivation is below, but it can be shown that there is a unique function of probability that meets these three axioms, up to a multiplicative scaling factor. Broadly, given a real number and an event with probability , the information content is defined as the negative log probability:The base corresponds to the scaling factor above. Different