Binary cross-entropy mathematical notation

Binary cross-entropy is a recurring research-paper notation family. Scores a Bernoulli prediction by selecting the log probability assigned to the observed binary outcome and negating it.

Binary cross-entropy: Scores a Bernoulli prediction by selecting the log probability assigned to the observed binary outcome and negating it. Example: Use minus log p for a positive label and minus log one minus p for a negative label.